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{"id":3184,"date":"2019-08-06T16:07:34","date_gmt":"2019-08-06T20:07:34","guid":{"rendered":"https:\/\/www.novainstitute.ca\/?page_id=3184"},"modified":"2019-08-06T17:36:22","modified_gmt":"2019-08-06T21:36:22","slug":"ds","status":"publish","type":"page","link":"https:\/\/www.novainstitute.ca\/courses\/ds\/","title":{"rendered":"Data Science"},"content":{"rendered":"<div class=\"pt-cv-wrapper\"><div class=\"pt-cv-view pt-cv-collapsible\" id=\"pt-cv-view-079f230g1z\"><div data-id=\"pt-cv-page-1\" class=\"pt-cv-page\" data-cvc=\"1\"><div class=\"panel-group\" id=\"c110052co4\"><div class=\"panel panel-default pt-cv-content-item pt-cv-1-col\" >\r\n<div class=\"panel-heading pt-cv-title\">\r\n    <a class=\"panel-title\" data-toggle=\"cvcollapse\" data-parent=\"#c110052co4\" data-target=\"#790fadfyeu\" href='https:\/\/www.novainstitute.ca\/courses\/drop-in-lab-hours\/' onclick='event.preventDefault()'>\r\n\t\tDrop-in Lab hours\t<\/a>\r\n\t<\/div>\r\n<div id=\"790fadfyeu\" class=\"panel-collapse collapse \">\r\n\t<div class=\"panel-body\">\r\n\t\t<a href=\"https:\/\/www.novainstitute.ca\/courses\/drop-in-lab-hours\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"375\" src=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2019\/06\/mimi-thian-737635-unsplash-500x375.jpg\" class=\"pt-cv-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2019\/06\/mimi-thian-737635-unsplash-500x375.jpg 500w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2019\/06\/mimi-thian-737635-unsplash-768x576.jpg 768w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2019\/06\/mimi-thian-737635-unsplash-1024x768.jpg 1024w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a>\n<div class=\"pt-cv-content\">\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Upcoming Sessions:<\/strong><\/p>\n\n\n<style>#sp-ea-3125 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 500ms;}#sp-ea-3125.sp-easy-accordion>.sp-ea-single {border: 1px solid #e2e2e2; }#sp-ea-3125.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-3125.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-3125.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-3125.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon.fa { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp-ea-3125\" class=\"sp-ea-one sp-easy-accordion\" data-ex-icon=\"fa-minus\" data-col-icon=\"fa-plus\"  data-ea-active=\"ea-click\"  data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card ea-expand sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31250 href=\"javascript:void(0)\"  aria-expanded=\"true\"><i class=\"ea-expand-icon fa fa-minus\"><\/i> Mississauga<\/a><\/h3><div class=\"sp-collapse spcollapse collapsed show\" id=\"collapse31250\" data-parent=#sp-ea-3125><div class=\"ea-body\"><p>Saturdays 10 am - 12 pm<\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31251 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Toronto<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse31251\" data-parent=#sp-ea-3125><div class=\"ea-body\"><p>Saturdays 1 pm - 3 pm<\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31252 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Scarborough<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse31252\" data-parent=#sp-ea-3125><div class=\"ea-body\"><p>Sundays 1 pm - 3 pm<\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Level:<\/strong><\/p>\n\n\n\n<p>All levels welcome<\/p>\n\n\n\n<p><strong>Duration:<\/strong><\/p>\n\n\n\n<p>2 hours \/ session<\/p>\n\n\n\n<p><strong>Pice:<\/strong><\/p>\n\n\n\n<p>2 hours: $ 60 ($ 30 \/ hour) + tax<\/p>\n\n\n\n<p>8 hours: $ 200 ($ 25 \/ hour) + tax<\/p>\n\n\n\n<p>20 hours: $ 400  ($ 20 \/ hour) + tax<\/p>\n<\/div>\n<\/div>\n\n\n\n<h5 class=\"wp-block-heading\">Get expert help with your own projects!<\/h5>\n\n\n\n<p>Are you working through an online course, or are you stuck in your personal programming project? Come get hands-on help from our expert&nbsp;instructors!&nbsp;<\/p>\n\n\n\n<p>Our instructors are industry experts with experience teaching people from a wide range of backgrounds. They can provide support in Python, C, Java, Raspberry Pi, TensorFlow and more.&nbsp;<\/p>\n\n\n\n<p>You will work on your own project and our instructors will help you with anything you need.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Who should come for drop-in lab hours?<\/h5>\n\n\n\n<ul><li>Professionals who need help with a project they are working on<\/li><li>Online programming course students<\/li><li>CS or Bootcamp students who need extra help with course material<\/li><li>Anyone who wants help with personal programming or machine learning projects.&nbsp;<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">What do you get?<\/h5>\n\n\n\n<ul><li>Hands-on help with (almost anything) from Nova Institute Instructors.&nbsp;<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">Prerequisites<\/h5>\n\n\n\n<ul><li>Bring your own project (all levels welcome)<\/li><li>You need to bring your own laptop (Windows\/Linux\/MacOS)<\/li><\/ul>\n\n\n\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 id=\"reg\"> Registration <\/h5>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3126-o1\" lang=\"en-GB\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/pages\/3184#wpcf7-f3126-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"3126\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3126-o1\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> Email (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> Phone Number (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel-python\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"tel-python\" \/><\/span><\/label><br \/>\n<label> How did you hear about this course? <span class=\"wpcf7-form-control-wrap\" data-name=\"referal\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"referal\" \/><\/span> <\/label><br \/>\n<label> Hours<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-hours\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-hours\"><option value=\"2\">2<\/option><option value=\"8\">8<\/option><option value=\"20\">20<\/option><\/select><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-781\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-781\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Please send me information about upcoming courses and events.<\/span><\/label><\/span><\/span><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-782\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-782\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I accept the <a href= https:\/\/www.novainstitute.ca\/wpautoterms\/terms-and-conditions-2\/ target=\"_blank\"> course terms and conditions<\/a><\/span><\/label><\/span><\/span><\/span>\n<\/p>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Send\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Price<\/h5>\n\n\n\n<p>2 hours: $ 60 ($ 30 \/ hour) + tax<\/p>\n\n\n\n<p>8 hours: $ 200 ($ 25 \/ hour) + tax<\/p>\n\n\n\n<p>20 hours: $ 400  ($ 20 \/ hour) + tax<\/p>\n\n\n\n<p>If the time, date, and\/or place does not suit you, please <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a>. We may be able to accommodate you.<\/p>\n\n\n\n<p>Business customer? We offer on-site personalized courses <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a> for a quote.<\/p>\n<\/div>\n<\/div>\n\n\n<script type=\"text\/javascript\" src=\"\/\/downloads.mailchimp.com\/js\/signup-forms\/popup\/unique-methods\/embed.js\" data-dojo-config=\"usePlainJson: true, isDebug: false\"><\/script><script type=\"text\/javascript\">window.dojoRequire([\"mojo\/signup-forms\/Loader\"], function(L) { L.start({\"baseUrl\":\"mc.us19.list-manage.com\",\"uuid\":\"b1148c6af2203ffcdbf985a22\",\"lid\":\"3bf5a09a65\",\"uniqueMethods\":true}) })<\/script>\n<\/div>\t<\/div>\r\n<\/div><\/div>\n<div class=\"panel panel-default pt-cv-content-item pt-cv-1-col\" >\r\n<div class=\"panel-heading pt-cv-title\">\r\n    <a class=\"panel-title\" data-toggle=\"cvcollapse\" data-parent=\"#c110052co4\" data-target=\"#537bac067m\" href='https:\/\/www.novainstitute.ca\/courses\/real-world-data\/' onclick='event.preventDefault()'>\r\n\t\tReal-world Data: A Web Scraping Workshop\t<\/a>\r\n\t<\/div>\r\n<div id=\"537bac067m\" class=\"panel-collapse collapse \">\r\n\t<div class=\"panel-body\">\r\n\t\t<a href=\"https:\/\/www.novainstitute.ca\/courses\/real-world-data\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"338\" src=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science-500x338.jpg\" class=\"pt-cv-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science-500x338.jpg 500w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science.jpg 740w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a>\n<div class=\"pt-cv-content\">\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Upcoming Sessions:<\/strong><\/p>\n\n\n<style>#sp-ea-3148 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 500ms;}#sp-ea-3148.sp-easy-accordion>.sp-ea-single {border: 1px solid #e2e2e2; }#sp-ea-3148.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-3148.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-3148.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-3148.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon.fa { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp-ea-3148\" class=\"sp-ea-one sp-easy-accordion\" data-ex-icon=\"fa-minus\" data-col-icon=\"fa-plus\"  data-ea-active=\"ea-click\"  data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card ea-expand sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31480 href=\"javascript:void(0)\"  aria-expanded=\"true\"><i class=\"ea-expand-icon fa fa-minus\"><\/i> Mississauga<\/a><\/h3><div class=\"sp-collapse spcollapse collapsed show\" id=\"collapse31480\" data-parent=#sp-ea-3148><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Saturday Nov 2<\/strong>\n<ul>\n<li> 10 am - 1 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31481 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Toronto<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse31481\" data-parent=#sp-ea-3148><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Saturday Nov 9<\/strong>\n<ul>\n<li> 10 am - 1 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31482 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Scarborough<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse31482\" data-parent=#sp-ea-3148><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Sunday Nov 3<\/strong>\n<ul>\n<li> 10 am - 1 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Level:<\/strong><\/p>\n\n\n\n<p>Intermediate certificate workshop<\/p>\n\n\n\n<p><strong>Duration:<\/strong><\/p>\n\n\n\n<p>3 hours <\/p>\n\n\n\n<p><strong>Price:<\/strong><\/p>\n\n\n\n<p>Regular: \u00a0 \u00a0  $ 249 + tax<br \/><\/p>\n<\/div>\n<\/div>\n\n\n\n<h5 class=\"wp-block-heading\">Gathering, cleaning and analyzing messy data<\/h5>\n\n\n\n<p>If you already started your data science journey on your own you might have worked with some tutorials and courses that provide you with a clean and neat data set to train your machine learning models on. This is great for learning the principles of the algorithms, but the real world is not neat and clean. Real-world data is messy, incomplete, and probably not what you were looking for in the first place.<\/p>\n\n\n\n<p>In this workshop we will look at techniques for gathering data, we will build a program for scraping web content and we will clean and preprocess that data so we can analyze it.<\/p>\n\n\n\n<p>This course is great if you are trying to build a portfolio of machine learning and data science projects. Employers like to see that you are able to work with real data. And if you can gather your own data you are not limited by the existence of nicely prepared datasets to conduct your machine learning experiments.<\/p>\n\n\n\n<p>The workshop is 3 hours. It requires some basic programming experience, preferably in Python. Participants must bring their own laptop.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">What do you get?<\/h5>\n\n\n\n<ul><li>Hands-on training in web scraping<\/li><li>Learn about working with messy and incomplete data<\/li><li>Gain valuable skills for portfolio building<\/li><li>Certificate of completion<\/li><li>Food will be served<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">Prerequisites<\/h5>\n\n\n\n<ul><li>Working knowledge in programming (preferrably Python)<\/li><li>Participants must bring their own laptop (Win\/Linux\/Mac)<\/li><\/ul>\n\n\n\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-4 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Registration<\/h5>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3149-o2\" lang=\"en-GB\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/pages\/3184#wpcf7-f3149-o2\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"3149\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3149-o2\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> Email (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> Phone Number (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel-python\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"tel-python\" \/><\/span><\/label>\n<\/p>\n<p><label> How did you hear about this course? <span class=\"wpcf7-form-control-wrap\" data-name=\"referal\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"referal\" \/><\/span> <\/label>\n<\/p>\n<p><label> Mississauga<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-mis\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-mis\"><option value=\"\"><\/option><option value=\"November 2\">November 2<\/option><\/select><\/span> <\/label><br \/>\n<label> Toronto<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-tor\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-tor\"><option value=\"\"><\/option><option value=\"November 9\">November 9<\/option><\/select><\/span> <\/label><br \/>\n<label> Scarborough<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-scar\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-scar\"><option value=\"\"><\/option><option value=\"November 3\">November 3<\/option><\/select><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-781\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-781\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Please send me information about upcoming courses and events.<\/span><\/label><\/span><\/span><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-782\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-782\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I accept the <a href= https:\/\/www.novainstitute.ca\/wpautoterms\/terms-and-conditions-2\/ target=\"_blank\"> course terms and conditions<\/a><\/span><\/label><\/span><\/span><\/span>\n<\/p>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Send\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Price<\/h5>\n\n\n\n<p>Regular: $ 249 + tax<\/p>\n\n\n\n<p>If the time, date, and\/or place does not suit you, please <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a>. We may be able to accommodate you.<\/p>\n\n\n\n<p>Business customer? We offer on-site personalized courses <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a> for a quote.<\/p>\n<\/div>\n<\/div>\n\n\n<script type=\"text\/javascript\" src=\"\/\/downloads.mailchimp.com\/js\/signup-forms\/popup\/unique-methods\/embed.js\" data-dojo-config=\"usePlainJson: true, isDebug: false\"><\/script><script type=\"text\/javascript\">window.dojoRequire([\"mojo\/signup-forms\/Loader\"], function(L) { L.start({\"baseUrl\":\"mc.us19.list-manage.com\",\"uuid\":\"b1148c6af2203ffcdbf985a22\",\"lid\":\"3bf5a09a65\",\"uniqueMethods\":true}) })<\/script>\n<\/div>\t<\/div>\r\n<\/div><\/div>\n<div class=\"panel panel-default pt-cv-content-item pt-cv-1-col\" >\r\n<div class=\"panel-heading pt-cv-title\">\r\n    <a class=\"panel-title\" data-toggle=\"cvcollapse\" data-parent=\"#c110052co4\" data-target=\"#1723c276zr\" href='https:\/\/www.novainstitute.ca\/courses\/intro-to-data-science\/' onclick='event.preventDefault()'>\r\n\t\tIntroduction to Data Science\t<\/a>\r\n\t<\/div>\r\n<div id=\"1723c276zr\" class=\"panel-collapse collapse \">\r\n\t<div class=\"panel-body\">\r\n\t\t<a href=\"https:\/\/www.novainstitute.ca\/courses\/intro-to-data-science\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"338\" src=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science-500x338.jpg\" class=\"pt-cv-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science-500x338.jpg 500w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science.jpg 740w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a>\n<div class=\"pt-cv-content\">\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-5 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Session Schedules<\/strong>:<\/p>\n\n\n<style>#sp-ea-3068 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 500ms;}#sp-ea-3068.sp-easy-accordion>.sp-ea-single {border: 1px solid #e2e2e2; }#sp-ea-3068.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-3068.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-3068.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-3068.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon.fa { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp-ea-3068\" class=\"sp-ea-one sp-easy-accordion\" data-ex-icon=\"fa-minus\" data-col-icon=\"fa-plus\"  data-ea-active=\"ea-click\"  data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse30680 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Mississauga<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse30680\" data-parent=#sp-ea-3068><div class=\"ea-body\"><ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Tuesdays\u00a0 \u00a011:30 am - 1:30pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Tuesdays\u00a0 6:30pm - 8:30pm<\/li>\n<li>Labs Sundays\u00a0 10 am - 12 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse30681 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Toronto<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse30681\" data-parent=#sp-ea-3068><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Wednesdays\u00a0 11:30 am - 1:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Wednesdays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse30682 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Scarborough<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse30682\" data-parent=#sp-ea-3068><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Thursdays\u00a0 11:30 am - 1:30 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Thursdays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Level:<\/strong><\/p>\n\n\n\n<p>Introductory certificate course<\/p>\n\n\n\n<p><strong>Duration:<\/strong><\/p>\n\n\n\n<p>16 hours (4 lectures + 4 labs)<\/p>\n\n\n\n<p><strong>Price:<\/strong><\/p>\n\n\n\n<p>Regular: &nbsp; &nbsp;  $ 950 + tax<br \/><\/p>\n<\/div>\n<\/div>\n\n\n\n<h5 class=\"wp-block-heading\">Interested in a career in Data Science?<\/h5>\n\n\n\n<p>Data science is a growing field in all sectors of business, and there is a gap between unfilled jobs in this field and people with the knowledge to fill them. If you are considering transitioning into a data science role this course is for you. You will get an introduction into what a data scientist does and will work hands-on on a small data science project from start to finish. <\/p>\n\n\n\n<p>The course consists of four lessons and 4 lab assignments<\/p>\n\n\n\n<p>You will receive a certificate upon successful completion of the course.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Who should take this course?<\/h5>\n\n\n\n<ul><li>Anyone considering a Data Science Career, and who wants to know more about Data Science.<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">What do you get?<\/h5>\n\n\n\n<ul><li>Introduction into the field of Data Science<\/li><li>Certificate of Completion upon successful completion of the course.<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">Course outline<\/h5>\n\n\n\n<p>Session 1: Posing the right questions, Gathering the right data<\/p>\n\n\n\n<p>Session 2: Cleaning and preprocessing data<\/p>\n\n\n\n<p>Session 3: Analyzing data<\/p>\n\n\n\n<p>Session 4: Jobs in data science<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Prerequisites<\/h5>\n\n\n\n<ul><li>No prerequisites, beginner-friendly<\/li><li>Participants must bring their own computer (Win\/Linux\/Mac)<\/li><\/ul>\n\n\n\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-6 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Request Information<\/h5>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3217-o3\" lang=\"en-GB\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/pages\/3184#wpcf7-f3217-o3\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"3217\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3217-o3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> First Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"first-name\" \/><\/span> <\/label><br \/>\n<label> Last Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"last-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> Email (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> Phone Number (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel-python\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"tel-python\" \/><\/span><\/label><br \/>\n<label> How did you hear about this course? <span class=\"wpcf7-form-control-wrap\" data-name=\"referal\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"referal\" \/><\/span> <\/label><br \/>\n<label> Mississauga<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-mis\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-mis\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Toronto<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-tor\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-tor\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Scarborough<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-scar\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-scar\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Comments <span class=\"wpcf7-form-control-wrap\" data-name=\"comments\"><textarea cols=\"40\" rows=\"10\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" name=\"comments\"><\/textarea><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-781\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-781\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Please send me information about upcoming courses and events.<\/span><\/label><\/span><\/span><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-782\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-782\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I accept the <a href= https:\/\/www.novainstitute.ca\/wpautoterms\/terms-and-conditions-2\/ target=\"_blank\"> course terms and conditions<\/a><\/span><\/label><\/span><\/span><\/span>\n<\/p>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Send\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Price<\/h5>\n\n\n\n<p>Regular: $ 950 + tax<\/p>\n\n\n\n<p>If the time, date, and\/or place does not suit you, please <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a>. We may be able to accommodate you.<\/p>\n\n\n\n<p>Business customer? We offer on-site personalized courses <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a> for a quote.<\/p>\n<\/div>\n<\/div>\n\n\n<script type=\"text\/javascript\" src=\"\/\/downloads.mailchimp.com\/js\/signup-forms\/popup\/unique-methods\/embed.js\" data-dojo-config=\"usePlainJson: true, isDebug: false\"><\/script><script type=\"text\/javascript\">window.dojoRequire([\"mojo\/signup-forms\/Loader\"], function(L) { L.start({\"baseUrl\":\"mc.us19.list-manage.com\",\"uuid\":\"b1148c6af2203ffcdbf985a22\",\"lid\":\"3bf5a09a65\",\"uniqueMethods\":true}) })<\/script>\n<\/div>\t<\/div>\r\n<\/div><\/div>\n<div class=\"panel panel-default pt-cv-content-item pt-cv-1-col\" >\r\n<div class=\"panel-heading pt-cv-title\">\r\n    <a class=\"panel-title\" data-toggle=\"cvcollapse\" data-parent=\"#c110052co4\" data-target=\"#4c82bbea2q\" href='https:\/\/www.novainstitute.ca\/courses\/intro-to-data-science-2\/' onclick='event.preventDefault()'>\r\n\t\tPandas for Data Science\t<\/a>\r\n\t<\/div>\r\n<div id=\"4c82bbea2q\" class=\"panel-collapse collapse \">\r\n\t<div class=\"panel-body\">\r\n\t\t<a href=\"https:\/\/www.novainstitute.ca\/courses\/intro-to-data-science-2\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"334\" src=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2-500x334.jpg\" class=\"pt-cv-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2-500x334.jpg 500w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2-768x513.jpg 768w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2.jpg 1000w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a>\n<div class=\"pt-cv-content\">\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Session Schedules:<\/strong><\/p>\n\n\n<style>#sp-ea-3240 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 500ms;}#sp-ea-3240.sp-easy-accordion>.sp-ea-single {border: 1px solid #e2e2e2; }#sp-ea-3240.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-3240.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-3240.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-3240.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon.fa { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp-ea-3240\" class=\"sp-ea-one sp-easy-accordion\" data-ex-icon=\"fa-minus\" data-col-icon=\"fa-plus\"  data-ea-active=\"ea-click\"  data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card ea-expand sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse32400 href=\"javascript:void(0)\"  aria-expanded=\"true\"><i class=\"ea-expand-icon fa fa-minus\"><\/i> Mississauga<\/a><\/h3><div class=\"sp-collapse spcollapse collapsed show\" id=\"collapse32400\" data-parent=#sp-ea-3240><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Mondays\u00a0 11:30 am - 1:30 pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evening<\/strong>\n<ul>\n<li>Lectures Mondays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse32401 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Toronto<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse32401\" data-parent=#sp-ea-3240><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Fridays\u00a0 11:30 am - 1:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Fridays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse32402 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Scarborough<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse32402\" data-parent=#sp-ea-3240><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Wednesdays\u00a0 11:30am - 1:30pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Wednesdays\u00a0 6:30pm - 8:30pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Level:<\/strong><\/p>\n\n\n\n<p>Advanced certificate course<\/p>\n\n\n\n<p><strong>Duration:<\/strong><\/p>\n\n\n\n<p>16 hours (4 lectures + 4 labs)<\/p>\n\n\n\n<p><strong>Price:<\/strong><\/p>\n\n\n\n<p>Regular: &nbsp; &nbsp;  $ 950 + tax<br \/><\/p>\n<\/div>\n<\/div>\n\n\n\n<p>Pandas is the most popular Python library for data manipulation and analysis, and it is a must-have in the toolbox of any Data Scientist. With Pandas, you can import data from CSV files or even directly from a URL, and Pandas organizes it neatly for you in the form of a data frame with rows and columns.<\/p>\n\n\n\n<p>In this four-week evening course, you will learn to master advanced techniques for data wrangling with Pandas. <\/p>\n\n\n\n<p>The course consists of four lessons and four lab assignments<\/p>\n\n\n\n<p>You will receive a certificate upon successful completion of the course.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Who should take this course?<\/h5>\n\n\n\n<ul><li>Analysts\/data scientists who are used to working in excel or with other programming languages than python.<\/li><li>Anyone who wants to learn how to manipulate data with Pandas and Python<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">What do you get?<\/h5>\n\n\n\n<ul><li>In-depth knowledge of the Pandas library <\/li><li>Certificate of Completion upon successful completion of the course.<\/li><li>Professional portfolio projects to showcase to potential employers<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">Prerequisites<\/h5>\n\n\n\n<ul><li>Working knowledge of Python programming <\/li><li>Working knowledge of NumPy python library<\/li><li>Participants must bring their own computer (Win\/Linux\/Mac)<\/li><\/ul>\n\n\n\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Request Information<\/h5>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3217-o4\" lang=\"en-GB\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/pages\/3184#wpcf7-f3217-o4\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"3217\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3217-o4\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> First Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"first-name\" \/><\/span> <\/label><br \/>\n<label> Last Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"last-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> Email (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> Phone Number (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel-python\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"tel-python\" \/><\/span><\/label><br \/>\n<label> How did you hear about this course? <span class=\"wpcf7-form-control-wrap\" data-name=\"referal\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"referal\" \/><\/span> <\/label><br \/>\n<label> Mississauga<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-mis\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-mis\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Toronto<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-tor\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-tor\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Scarborough<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-scar\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-scar\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Comments <span class=\"wpcf7-form-control-wrap\" data-name=\"comments\"><textarea cols=\"40\" rows=\"10\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" name=\"comments\"><\/textarea><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-781\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-781\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Please send me information about upcoming courses and events.<\/span><\/label><\/span><\/span><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-782\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-782\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I accept the <a href= https:\/\/www.novainstitute.ca\/wpautoterms\/terms-and-conditions-2\/ target=\"_blank\"> course terms and conditions<\/a><\/span><\/label><\/span><\/span><\/span>\n<\/p>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Send\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Price<\/h5>\n\n\n\n<p>Regular: $ 950 + tax<\/p>\n\n\n\n<p>If the time, date, and\/or place does not suit you, please <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a>. We may be able to accommodate you.<\/p>\n\n\n\n<p>Business customer? We offer on-site personalized courses <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a> for a quote.<\/p>\n<\/div>\n<\/div>\n\n\n<script type=\"text\/javascript\" src=\"\/\/downloads.mailchimp.com\/js\/signup-forms\/popup\/unique-methods\/embed.js\" data-dojo-config=\"usePlainJson: true, isDebug: false\"><\/script><script type=\"text\/javascript\">window.dojoRequire([\"mojo\/signup-forms\/Loader\"], function(L) { L.start({\"baseUrl\":\"mc.us19.list-manage.com\",\"uuid\":\"b1148c6af2203ffcdbf985a22\",\"lid\":\"3bf5a09a65\",\"uniqueMethods\":true}) })<\/script>\n<\/div>\t<\/div>\r\n<\/div><\/div>\n<div class=\"panel panel-default pt-cv-content-item pt-cv-1-col\" >\r\n<div class=\"panel-heading pt-cv-title\">\r\n    <a class=\"panel-title\" data-toggle=\"cvcollapse\" data-parent=\"#c110052co4\" data-target=\"#4de31346mt\" href='https:\/\/www.novainstitute.ca\/courses\/python-2\/' onclick='event.preventDefault()'>\r\n\t\tProbability for Data Science\t<\/a>\r\n\t<\/div>\r\n<div id=\"4de31346mt\" class=\"panel-collapse collapse \">\r\n\t<div class=\"panel-body\">\r\n\t\t<a href=\"https:\/\/www.novainstitute.ca\/courses\/python-2\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"338\" src=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science-500x338.jpg\" class=\"pt-cv-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science-500x338.jpg 500w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science.jpg 740w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a>\n<div class=\"pt-cv-content\">\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-9 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Session Schedules<\/strong><\/p>\n\n\n<style>#sp-ea-3216 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 500ms;}#sp-ea-3216.sp-easy-accordion>.sp-ea-single {border: 1px solid #e2e2e2; }#sp-ea-3216.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-3216.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-3216.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-3216.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon.fa { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp-ea-3216\" class=\"sp-ea-one sp-easy-accordion\" data-ex-icon=\"fa-minus\" data-col-icon=\"fa-plus\"  data-ea-active=\"ea-click\"  data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card ea-expand sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse32160 href=\"javascript:void(0)\"  aria-expanded=\"true\"><i class=\"ea-expand-icon fa fa-minus\"><\/i> Mississauga<\/a><\/h3><div class=\"sp-collapse spcollapse collapsed show\" id=\"collapse32160\" data-parent=#sp-ea-3216><div class=\"ea-body\"><ul>\n<li>Daytime\n<ul>\n<li>Lectures Wednesdays\u00a0 \u00a011:30am - 1:30pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<ul>\n<li><strong>Evening<\/strong>\n<ul>\n<li>Lectures Wednesdays\u00a0 \u00a06:30pm - 8:30pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse32161 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Toronto<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse32161\" data-parent=#sp-ea-3216><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>11:30 am - 1:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<ul>\n<li><strong>Evening<\/strong>\n<ul>\n<li>Lectures Thursdays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse32162 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Scarborough<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse32162\" data-parent=#sp-ea-3216><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Mondays\u00a0 11:30 am - 1:30 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<ul>\n<li><strong>Evening<\/strong>\n<ul>\n<li>Lectures Mondays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Level:<\/strong><\/p>\n\n\n\n<p>Intermediate certificate course<\/p>\n\n\n\n<p><strong>Duration:<\/strong><\/p>\n\n\n\n<p>16 hours (4 lectures + 4 labs)<\/p>\n\n\n\n<p><strong>Pice:<\/strong><\/p>\n\n\n\n<p>Regular: &nbsp; &nbsp;  $ 950 + tax<br \/><\/p>\n<\/div>\n<\/div>\n\n\n\n<p>Probability theory is important in data science as we often want to use data to make some predictions about the future. It is also fundamental for many machine learning algorithms.<\/p>\n\n\n\n<p>Learn about probability in this four-part course where we will cover:<\/p>\n\n\n\n<ul><li>Conditional probability<\/li><li>Bayes theorem<\/li><li>Bayesian inference<\/li><li>Bayesian decision making<\/li><li>Bayesian regression<\/li><\/ul>\n\n\n\n<p>The course consists of four lessons and four labs, for a total of 16 hours. There are also four assignments in the course, which will form part of your professional portfolio.<\/p>\n\n\n\n<p>We take a learn-by-doing approach and will focus on writing code in python rather than study equations. Because this is more efficient and more relevant for your day to day work.<\/p>\n\n\n\n<p>You will receive a certificate upon successful completion of the course and assignments.<\/p>\n\n\n\n<h5 class=\"_1mf _1mj wp-block-heading\">Who should take this course?<\/h5>\n\n\n\n<ul><li>Aspiring Data Scientists or Machine Learning engineers without a base in probability theory<\/li><li>Developers who want a career in Data Science<\/li><li>Anyone who wants a thorough understanding of probability and Bayes theorem.<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">What do you get?<\/h5>\n\n\n\n<ul><li><span style=\"font-size: 1rem;\">Personalized training<\/span><\/li><li>Learn common libraries for working with data<\/li><li>Non-alcoholic drinks and light snacks will be served<\/li><li>Professional portfolio<\/li><li>Certificate of Completion<\/li><\/ul>\n\n\n\n<h5 class=\"_1mf _1mj wp-block-heading\">Prerequisites<\/h5>\n\n\n\n<ul><li>Working knowledge of Python with numpy and pandas libraries.<\/li><li>You need to bring your own laptop (Windows\/Linux\/macOS), you will <em>not<\/em> need to install anything on your laptop.<\/li><li>You need access to a free Google account (such as Gmail)<\/li><\/ul>\n\n\n\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-10 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Request Information<\/h5>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3217-o5\" lang=\"en-GB\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/pages\/3184#wpcf7-f3217-o5\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"3217\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3217-o5\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> First Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"first-name\" \/><\/span> <\/label><br \/>\n<label> Last Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"last-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> Email (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> Phone Number (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel-python\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"tel-python\" \/><\/span><\/label><br \/>\n<label> How did you hear about this course? <span class=\"wpcf7-form-control-wrap\" data-name=\"referal\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"referal\" \/><\/span> <\/label><br \/>\n<label> Mississauga<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-mis\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-mis\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Toronto<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-tor\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-tor\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Scarborough<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-scar\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-scar\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Comments <span class=\"wpcf7-form-control-wrap\" data-name=\"comments\"><textarea cols=\"40\" rows=\"10\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" name=\"comments\"><\/textarea><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-781\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-781\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Please send me information about upcoming courses and events.<\/span><\/label><\/span><\/span><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-782\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-782\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I accept the <a href= https:\/\/www.novainstitute.ca\/wpautoterms\/terms-and-conditions-2\/ target=\"_blank\"> course terms and conditions<\/a><\/span><\/label><\/span><\/span><\/span>\n<\/p>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Send\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Price<\/h5>\n\n\n\n<p>Regular: $ 950 + tax<\/p>\n\n\n\n<p>If the time, date, and\/or place does not suit you, please <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a>. We may be able to accommodate you.<\/p>\n\n\n\n<p>Business customer? We offer on-site personalized courses <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a> for a quote.<\/p>\n<\/div>\n<\/div>\n\n\n<script type=\"text\/javascript\" src=\"\/\/downloads.mailchimp.com\/js\/signup-forms\/popup\/unique-methods\/embed.js\" data-dojo-config=\"usePlainJson: true, isDebug: false\"><\/script><script type=\"text\/javascript\">window.dojoRequire([\"mojo\/signup-forms\/Loader\"], function(L) { L.start({\"baseUrl\":\"mc.us19.list-manage.com\",\"uuid\":\"b1148c6af2203ffcdbf985a22\",\"lid\":\"3bf5a09a65\",\"uniqueMethods\":true}) })<\/script>\n<\/div>\t<\/div>\r\n<\/div><\/div>\n<div class=\"panel panel-default pt-cv-content-item pt-cv-1-col\" >\r\n<div class=\"panel-heading pt-cv-title\">\r\n    <a class=\"panel-title\" data-toggle=\"cvcollapse\" data-parent=\"#c110052co4\" data-target=\"#d7c16faegl\" href='https:\/\/www.novainstitute.ca\/courses\/python\/' onclick='event.preventDefault()'>\r\n\t\tPython for Data Science\t<\/a>\r\n\t<\/div>\r\n<div id=\"d7c16faegl\" class=\"panel-collapse collapse \">\r\n\t<div class=\"panel-body\">\r\n\t\t<a href=\"https:\/\/www.novainstitute.ca\/courses\/python\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"334\" src=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2-500x334.jpg\" class=\"pt-cv-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2-500x334.jpg 500w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2-768x513.jpg 768w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2.jpg 1000w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a>\n<div class=\"pt-cv-content\">\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-11 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Session Schedules:<\/strong><\/p>\n\n\n<style>#sp-ea-3112 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 500ms;}#sp-ea-3112.sp-easy-accordion>.sp-ea-single {border: 1px solid #e2e2e2; }#sp-ea-3112.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-3112.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-3112.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-3112.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon.fa { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp-ea-3112\" class=\"sp-ea-one sp-easy-accordion\" data-ex-icon=\"fa-minus\" data-col-icon=\"fa-plus\"  data-ea-active=\"ea-click\"  data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card ea-expand sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31120 href=\"javascript:void(0)\"  aria-expanded=\"true\"><i class=\"ea-expand-icon fa fa-minus\"><\/i> Mississauga<\/a><\/h3><div class=\"sp-collapse spcollapse collapsed show\" id=\"collapse31120\" data-parent=#sp-ea-3112><div class=\"ea-body\"><ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Mondays\u00a0 \u00a011:30am - 1:30pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Mondays\u00a0 \u00a06:30pm - 8:30pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul><\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31121 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Toronto<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse31121\" data-parent=#sp-ea-3112><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Fridays\u00a0 11:30 am - 1:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Fridays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31122 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Scarborough<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse31122\" data-parent=#sp-ea-3112><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Thursdays\u00a0 11:30 am - 1:30 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Thursdays\u00a0 11:30 am - 1:30 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Level:<\/strong><\/p>\n\n\n\n<p>Intermediate certificate course<\/p>\n\n\n\n<p><strong>Duration:<\/strong><\/p>\n\n\n\n<p>16 hours (4 lectures + 4 labs)<\/p>\n\n\n\n<p><strong>Pice:<\/strong><\/p>\n\n\n\n<p>Regular: &nbsp; &nbsp;  $ 950 + tax<br \/><\/p>\n<\/div>\n<\/div>\n\n\n\n<p>Python is currently the most used programming language in data science. It has had an explosive growth of interest in the last few years. It is a simple yet powerful language with many libraries available to make data analytics and machine learning easy to implement.<\/p>\n\n\n\n<p>This 4 part course will give you an introduction to programming in Python for use in data science. We will focus on libraries that are commonly used in data science such as numpy, matplotlib, pandas and more.<\/p>\n\n\n\n<p>The course consists of four lessons and four labs, for a total of 16 hours. There are 4 mandatory assignments in the course.  <\/p>\n\n\n\n<p>You will receive a certificate upon successful completion of the course and assignments.<\/p>\n\n\n\n<h5 class=\"_1mf _1mj wp-block-heading\">Who should take this course?<\/h5>\n\n\n\n<ul><li>Analysts transitioning into a Data Science Role<\/li><li>Developers who want a career in Data Science<\/li><li>Anyone who wants a thorough understanding of Python libraries for data wrangling and visualization<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">What do you get?<\/h5>\n\n\n\n<ul><li>Write real programs<\/li><li>Personalized training<\/li><li>Learn common libraries for working with data<\/li><li>Non-alcoholic drinks and light snacks will be served<\/li><li>Certificate of Completion<\/li><\/ul>\n\n\n\n<h5 class=\"_1mf _1mj wp-block-heading\">Prerequisites<\/h5>\n\n\n\n<ul><li>Basic knowledge of Python Programming (If you are unfamiliar with Python we recommend attending <a href=\"https:\/\/www.novainstitute.ca\/courses\/introduction-to-python-programming\/\">Introduction to Python Programming<\/a> first)<\/li><li>You need to bring your own laptop (Windows\/Linux\/macOS), you will <em>not<\/em> need to install anything on your laptop.<\/li><li>You need access to a free Google account (such as Gmail)<\/li><\/ul>\n\n\n\n   <div class=\"uix-sc-testimonials__wrapper\">\n\t   <div class=\"uix-sc-testimonials\" id=\"uix-testimonials-testimonials-663064c8bb7f0\">\n\t\t\t<div class=\"uix-sc-testimonials__container\">\n\t\t\t\n\t\t\t   <div data-uix-sc-hybridcontent-slider=\"1\" role=\"slider\" class=\"uix-sc-hybridcontent-slider\"\n\t\t\t\t  data-draggable=\"false\"\n\t\t\t\t  data-draggable-cursor=\"move\"\t \n\t\t\t\t  data-dir=\"horizontal\"\n\t\t\t\t  data-auto=\"true\"\n\t\t\t\t  data-loop=\"false\"\n\t\t\t\t  data-speed=\"1000\"\n\t\t\t\t  data-timing=\"7000\" \n\t\t\t\t  data-pagination=\"#uix-sc-hybridcontent-slider__pagination-testimonials-663064c8bb7f0\" \n\t\t\t\t  data-next=\"#uix-sc-hybridcontent-slider__controls-testimonials-663064c8bb7f0 .uix-sc-hybridcontent-slider__controls--next\" \n\t\t\t\t  data-prev=\"#uix-sc-hybridcontent-slider__controls-testimonials-663064c8bb7f0 .uix-sc-hybridcontent-slider__controls--prev\">\n\t\t\t\t   <div class=\"uix-sc-hybridcontent-slider__items\">\n\n\t   <div class=\"uix-sc-hybridcontent-slider__item\">\n<div class=\"uix-sc-testimonials__content\">It is a very practical course, and I was able to use what I learned in my work right away.<\/div>\n\n\t\t   <div class=\"uix-sc-testimonials__signature\">\n\t\t       <span class=\"uix-sc-testimonials--no-avatar\"><\/span>\n\t\t       <strong class=\"uix-sc-testimonials__pure-text\">Aimara&nbsp;Mastrapa<\/strong> - Python for Data Science\n\t\t   <\/div>\t\n\t   <\/div>\t  \n   \n\n\t   <div class=\"uix-sc-hybridcontent-slider__item\">\n<div class=\"uix-sc-testimonials__content\">Pandas and the likes can be hard to figure out on your owm, it is great to have structured instruction and especially the lab hours was helpful to me. <\/div>\n\n\t\t   <div class=\"uix-sc-testimonials__signature\">\n\t\t       <span class=\"uix-sc-testimonials--no-avatar\"><\/span>\n\t\t       <strong class=\"uix-sc-testimonials__pure-text\">Mada&nbsp;Elashmawy<\/strong> - Python for Data Science\n\t\t   <\/div>\t\n\t   <\/div>\t  \n   \n\n\t   <div class=\"uix-sc-hybridcontent-slider__item\">\n<div class=\"uix-sc-testimonials__content\">All the libraries we learned to use are in high demand for data science positions. I feel well prepared for my interviews now. <\/div>\n\n\t\t   <div class=\"uix-sc-testimonials__signature\">\n\t\t       <span class=\"uix-sc-testimonials--no-avatar\"><\/span>\n\t\t       <strong class=\"uix-sc-testimonials__pure-text\">Paul&nbsp;Deserres<\/strong> - Python for Data Science\n\t\t   <\/div>\t\n\t   <\/div>\n\n\t\t\t\t   <\/div>\n\t\t\t\t  <!-- \/.uix-sc-hybridcontent-slider__items -->\n\n\t\t\t\t<\/div>\n\t\t\t   <!-- \/.uix-sc-hybridcontent-slider -->\n\n\n\n\t\t\t\t<div class=\"uix-sc-hybridcontent-slider__pagination\" id=\"uix-sc-hybridcontent-slider__pagination-testimonials-663064c8bb7f0\" style=\"display:none\"><\/div>\n\t\t\t\t<!-- \/.uix-sc-hybridcontent-slider__pagination -->\n\n\n\t\t\t\t<div class=\"uix-sc-hybridcontent-slider__controls\" id=\"uix-sc-hybridcontent-slider__controls-testimonials-663064c8bb7f0\" style=\"\">\n\t\t\t\t\t<a data-normal=\"1\" href=\"javascript:void(0);\" class=\"uix-sc-hybridcontent-slider__controls--prev\"><i class=\"fa fa-angle-left\" aria-hidden=\"true\"><\/i><\/a>\n\t\t\t\t\t<a data-normal=\"1\" href=\"javascript:void(0);\" class=\"uix-sc-hybridcontent-slider__controls--next\"><i class=\"fa fa-angle-right\" aria-hidden=\"true\"><\/i><\/a>\n\t\t\t\t<\/div>\n\t\t\t\t<!-- \/.uix-sc-hybridcontent-slider__controls -->    \n\t\t\t   \n\n\t\t\t<\/div><!-- .uix-sc-testimonials__container -->\n\t\t<\/div><!-- \/.uix-sc-testimonials -->\n\t<\/div>\n   \n\n\n\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-12 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Request Information<\/h5>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3217-o6\" lang=\"en-GB\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/pages\/3184#wpcf7-f3217-o6\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"3217\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3217-o6\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> First Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"first-name\" \/><\/span> <\/label><br \/>\n<label> Last Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"last-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> Email (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> Phone Number (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel-python\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"tel-python\" \/><\/span><\/label><br \/>\n<label> How did you hear about this course? <span class=\"wpcf7-form-control-wrap\" data-name=\"referal\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"referal\" \/><\/span> <\/label><br \/>\n<label> Mississauga<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-mis\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-mis\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Toronto<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-tor\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-tor\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Scarborough<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-scar\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-scar\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Comments <span class=\"wpcf7-form-control-wrap\" data-name=\"comments\"><textarea cols=\"40\" rows=\"10\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" name=\"comments\"><\/textarea><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-781\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-781\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Please send me information about upcoming courses and events.<\/span><\/label><\/span><\/span><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-782\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-782\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I accept the <a href= https:\/\/www.novainstitute.ca\/wpautoterms\/terms-and-conditions-2\/ target=\"_blank\"> course terms and conditions<\/a><\/span><\/label><\/span><\/span><\/span>\n<\/p>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Send\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Price<\/h5>\n\n\n\n<p>Regular: $ 950 + tax<\/p>\n\n\n\n<p>If the time, date, and\/or place does not suit you, please <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a>. We may be able to accommodate you.<\/p>\n\n\n\n<p>Business customer? We offer on-site personalized courses <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a> for a quote.<\/p>\n<\/div>\n<\/div>\n\n\n<script type=\"text\/javascript\" src=\"\/\/downloads.mailchimp.com\/js\/signup-forms\/popup\/unique-methods\/embed.js\" data-dojo-config=\"usePlainJson: true, isDebug: false\"><\/script><script type=\"text\/javascript\">window.dojoRequire([\"mojo\/signup-forms\/Loader\"], function(L) { L.start({\"baseUrl\":\"mc.us19.list-manage.com\",\"uuid\":\"b1148c6af2203ffcdbf985a22\",\"lid\":\"3bf5a09a65\",\"uniqueMethods\":true}) })<\/script>\n<\/div>\t<\/div>\r\n<\/div><\/div>\n<div class=\"panel panel-default pt-cv-content-item pt-cv-1-col\" >\r\n<div class=\"panel-heading pt-cv-title\">\r\n    <a class=\"panel-title\" data-toggle=\"cvcollapse\" data-parent=\"#c110052co4\" data-target=\"#a2ef3a6jus\" href='https:\/\/www.novainstitute.ca\/courses\/sql\/' onclick='event.preventDefault()'>\r\n\t\tSQL and Relational Databases\t<\/a>\r\n\t<\/div>\r\n<div id=\"a2ef3a6jus\" class=\"panel-collapse collapse \">\r\n\t<div class=\"panel-body\">\r\n\t\t<a href=\"https:\/\/www.novainstitute.ca\/courses\/sql\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"338\" src=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science-500x338.jpg\" class=\"pt-cv-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science-500x338.jpg 500w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science.jpg 740w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a>\n<div class=\"pt-cv-content\">\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-13 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Session Schedules:<\/strong><\/p>\n\n\n<style>#sp-ea-3161 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 500ms;}#sp-ea-3161.sp-easy-accordion>.sp-ea-single {border: 1px solid #e2e2e2; }#sp-ea-3161.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-3161.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-3161.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-3161.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon.fa { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp-ea-3161\" class=\"sp-ea-one sp-easy-accordion\" data-ex-icon=\"fa-minus\" data-col-icon=\"fa-plus\"  data-ea-active=\"ea-click\"  data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card ea-expand sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31610 href=\"javascript:void(0)\"  aria-expanded=\"true\"><i class=\"ea-expand-icon fa fa-minus\"><\/i> Mississauga<\/a><\/h3><div class=\"sp-collapse spcollapse collapsed show\" id=\"collapse31610\" data-parent=#sp-ea-3161><div class=\"ea-body\"><ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Tuesdays\u00a0 \u00a010 am - 12 pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evening<\/strong>\n<ul>\n<li>Lectures Tuesdays\u00a0 6:30pm - 8:30pm<\/li>\n<li>Labs Sundays\u00a0 10 am - 12 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31611 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Toronto<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse31611\" data-parent=#sp-ea-3161><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Wednesdays\u00a0 10 am - 12 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evening<\/strong>\n<ul>\n<li>Lectures Wednesdays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31612 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Scarborough<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse31612\" data-parent=#sp-ea-3161><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Thursdays\u00a01 pm - 3 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<li><strong>Evening<\/strong>\n<ul>\n<li>Lectures Thursdays\u00a07 pm - 9 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Level:<\/strong><\/p>\n\n\n\n<p>Introductory certificate course<\/p>\n\n\n\n<p><strong>Duration:<\/strong><\/p>\n\n\n\n<p>16 hours (4 lectures + 4 labs)<\/p>\n\n\n\n<p><strong>Price:<\/strong><\/p>\n\n\n\n<p>Regular: &nbsp; &nbsp;  $ 950 + tax<br \/><\/p>\n<\/div>\n<\/div>\n\n\n\n<p>SQL is a fundamental skill for anyone working with data. Learn how to set up your own database using AWS. Create and modify tables, and perform advanced queries. <\/p>\n\n\n\n<p>The course consists of four lessons and four lab assignments.<\/p>\n\n\n\n<p>You will receive a certificate upon successful completion of the course and will have four hands-on SQL projects to showcase in your portfolio.<\/p>\n\n\n\n<p>This course is a great way to prepare for the SQL portion of data science job interviews.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Who should take this course?<\/h5>\n\n\n\n<ul><li>Aspiring Data Scientists who are missing SQL knowledge<\/li><li>Student\/professionals who want a solid base in SQL<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">What do you get?<\/h5>\n\n\n\n<ul><li>A solid foundation in SQL for data science<\/li><li>4 hands-on projects to add to your portfolio<\/li><li>Certificate of Completion upon successful completion of the course.<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">Course outline<\/h5>\n\n\n\n<p>Session 1: Intro to Relational Databases and SQL<\/p>\n\n\n\n<p> Session 2: Fundamental SQL queries<\/p>\n\n\n\n<p>Session 3: Advanced SQL<\/p>\n\n\n\n<p>Session 4: Answer business questions with data using SQL.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Prerequisites<\/h5>\n\n\n\n<ul><li>No prerequisites, beginner-friendly<\/li><li>Participants must bring their own computer (Win\/Linux\/Mac)<\/li><\/ul>\n\n\n\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-14 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Request Registration<\/h5>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3217-o7\" lang=\"en-GB\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/pages\/3184#wpcf7-f3217-o7\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"3217\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3217-o7\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> First Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"first-name\" \/><\/span> <\/label><br \/>\n<label> Last Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"last-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> Email (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> Phone Number (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel-python\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"tel-python\" \/><\/span><\/label><br \/>\n<label> How did you hear about this course? <span class=\"wpcf7-form-control-wrap\" data-name=\"referal\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"referal\" \/><\/span> <\/label><br \/>\n<label> Mississauga<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-mis\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-mis\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Toronto<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-tor\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-tor\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Scarborough<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-scar\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-scar\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Comments <span class=\"wpcf7-form-control-wrap\" data-name=\"comments\"><textarea cols=\"40\" rows=\"10\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" name=\"comments\"><\/textarea><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-781\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-781\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Please send me information about upcoming courses and events.<\/span><\/label><\/span><\/span><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-782\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-782\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I accept the <a href= https:\/\/www.novainstitute.ca\/wpautoterms\/terms-and-conditions-2\/ target=\"_blank\"> course terms and conditions<\/a><\/span><\/label><\/span><\/span><\/span>\n<\/p>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Send\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Price<\/h5>\n\n\n\n<p>Regular: $ 950 + tax<\/p>\n\n\n\n<p>If the time, date, and\/or place does not suit you, please <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a>. We may be able to accommodate you.<\/p>\n\n\n\n<p>Business customer? We offer on-site personalized courses <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a> for a quote.<\/p>\n<\/div>\n<\/div>\n\n\n<script type=\"text\/javascript\" src=\"\/\/downloads.mailchimp.com\/js\/signup-forms\/popup\/unique-methods\/embed.js\" data-dojo-config=\"usePlainJson: true, isDebug: false\"><\/script><script type=\"text\/javascript\">window.dojoRequire([\"mojo\/signup-forms\/Loader\"], function(L) { L.start({\"baseUrl\":\"mc.us19.list-manage.com\",\"uuid\":\"b1148c6af2203ffcdbf985a22\",\"lid\":\"3bf5a09a65\",\"uniqueMethods\":true}) })<\/script>\n<\/div>\t<\/div>\r\n<\/div><\/div>\n<div class=\"panel panel-default pt-cv-content-item pt-cv-1-col\" >\r\n<div class=\"panel-heading pt-cv-title\">\r\n    <a class=\"panel-title\" data-toggle=\"cvcollapse\" data-parent=\"#c110052co4\" data-target=\"#411e7e0t1n\" href='https:\/\/www.novainstitute.ca\/courses\/ds210\/' onclick='event.preventDefault()'>\r\n\t\tStatistics for Data Science\t<\/a>\r\n\t<\/div>\r\n<div id=\"411e7e0t1n\" class=\"panel-collapse collapse \">\r\n\t<div class=\"panel-body\">\r\n\t\t<a href=\"https:\/\/www.novainstitute.ca\/courses\/ds210\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"338\" src=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science-500x338.jpg\" class=\"pt-cv-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science-500x338.jpg 500w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/11\/data_science.jpg 740w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a>\n<div class=\"pt-cv-content\">\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-15 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Session Schedules:<\/strong><\/p>\n\n\n<style>#sp-ea-3208 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 500ms;}#sp-ea-3208.sp-easy-accordion>.sp-ea-single {border: 1px solid #e2e2e2; }#sp-ea-3208.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-3208.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-3208.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-3208.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon.fa { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp-ea-3208\" class=\"sp-ea-one sp-easy-accordion\" data-ex-icon=\"fa-minus\" data-col-icon=\"fa-plus\"  data-ea-active=\"ea-click\"  data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card ea-expand sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse32080 href=\"javascript:void(0)\"  aria-expanded=\"true\"><i class=\"ea-expand-icon fa fa-minus\"><\/i> Mississauga<\/a><\/h3><div class=\"sp-collapse spcollapse collapsed show\" id=\"collapse32080\" data-parent=#sp-ea-3208><div class=\"ea-body\"><ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Mondays\u00a0 \u00a011:30am - 1:30pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<ul>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Mondays\u00a0 \u00a06:30pm - 8:30pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse32081 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Toronto<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse32081\" data-parent=#sp-ea-3208><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Tuesdays\u00a0 11:30 am - 1:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<ul>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Tuesdays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse32082 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Scarborough<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse32082\" data-parent=#sp-ea-3208><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Fridays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<ul>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Fridays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Level:<\/strong><\/p>\n\n\n\n<p>Intermediate certificate course<\/p>\n\n\n\n<p><strong>Duration:<\/strong><\/p>\n\n\n\n<p>36 hours (9 lectures + 9 labs)<\/p>\n\n\n\n<p><strong>Pice:<\/strong><\/p>\n\n\n\n<p>Regular:  <s>$ 2,125   + tax<\/s><\/p>\n\n\n\n<p>Now 20% off :   $ 1,700 + tax<br \/><\/p>\n<\/div>\n<\/div>\n\n\n\n<p>The Statistics for Data Science course will teach you the fundamental statistics  you need as a data scientist, including:<\/p>\n\n\n\n<ul><li>Distributions<\/li><li>Probability mass functions<\/li><li>Cumulative distribution functions<\/li><li>Probability density functions<\/li><li>Correlation and covariance<\/li><li>Estimation<\/li><li>Hypothesis testing<\/li><li>Linear least squares<\/li><li>Regression<\/li><li>Time series analysis<\/li><li>Survival analysis<\/li><\/ul>\n\n\n\n<p>We take a learn-by-doing approach and will focus on writing code in python rather than study equations. Because this is more efficient and more relevant for your day to day work.<\/p>\n\n\n\n<p>The course consists of nine lessons and nine labs, for a total of 36 hours. And there are four project assignments which will form a portfolio you can show to employers.<\/p>\n\n\n\n<p>You will receive a certificate upon successful completion of the course and assignments.<\/p>\n\n\n\n<h5 class=\"_1mf _1mj wp-block-heading\">Who should take this course?<\/h5>\n\n\n\n<ul><li>Aspiring Data Scientists missing basic knowledge of statistics<\/li><li>Developers who want a career in Data Science<\/li><li>Anyone who wants a solid understanding of statistics for Data Science<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">What do you get?<\/h5>\n\n\n\n<ul><li><span style=\"font-size: 1rem;\">Personalized training<\/span><\/li><li>A solid base in statistics for data science<\/li><li>Non-alcoholic drinks and light snacks will be served<\/li><li>Certificate of Completion<\/li><li>Professional Portfolio<\/li><\/ul>\n\n\n\n<h5 class=\"_1mf _1mj wp-block-heading\">Prerequisites<\/h5>\n\n\n\n<ul><li>Working knowledge of Python with numpy and pandas libraries. <\/li><li>You need to bring your own laptop (Windows\/Linux\/macOS), you will <em>not<\/em> need to install anything on your laptop.<\/li><li>You need access to a free Google account (such as Gmail)<\/li><\/ul>\n\n\n\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-16 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Request Information<\/h5>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3217-o8\" lang=\"en-GB\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/pages\/3184#wpcf7-f3217-o8\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"3217\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3217-o8\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> First Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"first-name\" \/><\/span> <\/label><br \/>\n<label> Last Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"last-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> Email (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> Phone Number (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel-python\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"tel-python\" \/><\/span><\/label><br \/>\n<label> How did you hear about this course? <span class=\"wpcf7-form-control-wrap\" data-name=\"referal\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"referal\" \/><\/span> <\/label><br \/>\n<label> Mississauga<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-mis\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-mis\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Toronto<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-tor\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-tor\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Scarborough<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-scar\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-scar\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Comments <span class=\"wpcf7-form-control-wrap\" data-name=\"comments\"><textarea cols=\"40\" rows=\"10\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" name=\"comments\"><\/textarea><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-781\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-781\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Please send me information about upcoming courses and events.<\/span><\/label><\/span><\/span><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-782\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-782\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I accept the <a href= https:\/\/www.novainstitute.ca\/wpautoterms\/terms-and-conditions-2\/ target=\"_blank\"> course terms and conditions<\/a><\/span><\/label><\/span><\/span><\/span>\n<\/p>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Send\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Price<\/h5>\n\n\n\n<p>Regular: $ <s>2,125 + tax<\/s><\/p>\n\n\n\n<p>Now 20% off: $ 1,700 + tax<\/p>\n\n\n\n<p>If the time, date, and\/or place does not suit you, please <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a>. We may be able to accommodate you.<\/p>\n\n\n\n<p>Business customer? We offer on-site personalized courses <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a> for a quote.<\/p>\n<\/div>\n<\/div>\n\n\n<script type=\"text\/javascript\" src=\"\/\/downloads.mailchimp.com\/js\/signup-forms\/popup\/unique-methods\/embed.js\" data-dojo-config=\"usePlainJson: true, isDebug: false\"><\/script><script type=\"text\/javascript\">window.dojoRequire([\"mojo\/signup-forms\/Loader\"], function(L) { L.start({\"baseUrl\":\"mc.us19.list-manage.com\",\"uuid\":\"b1148c6af2203ffcdbf985a22\",\"lid\":\"3bf5a09a65\",\"uniqueMethods\":true}) })<\/script>\n<\/div>\t<\/div>\r\n<\/div><\/div>\n<div class=\"panel panel-default pt-cv-content-item pt-cv-1-col\" >\r\n<div class=\"panel-heading pt-cv-title\">\r\n    <a class=\"panel-title\" data-toggle=\"cvcollapse\" data-parent=\"#c110052co4\" data-target=\"#248fc4bibd\" href='https:\/\/www.novainstitute.ca\/courses\/ds200\/' onclick='event.preventDefault()'>\r\n\t\tTools for Data Science\t<\/a>\r\n\t<\/div>\r\n<div id=\"248fc4bibd\" class=\"panel-collapse collapse \">\r\n\t<div class=\"panel-body\">\r\n\t\t<a href=\"https:\/\/www.novainstitute.ca\/courses\/ds200\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"334\" src=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2-500x334.jpg\" class=\"pt-cv-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2-500x334.jpg 500w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2-768x513.jpg 768w, https:\/\/www.novainstitute.ca\/wp-content\/uploads\/2018\/12\/shutterstock_574711570-2.jpg 1000w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a>\n<div class=\"pt-cv-content\">\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-17 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Session Schedules:<\/strong><\/p>\n\n\n<style>#sp-ea-3197 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 500ms;}#sp-ea-3197.sp-easy-accordion>.sp-ea-single {border: 1px solid #e2e2e2; }#sp-ea-3197.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-3197.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-3197.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-3197.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon.fa { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp-ea-3197\" class=\"sp-ea-one sp-easy-accordion\" data-ex-icon=\"fa-minus\" data-col-icon=\"fa-plus\"  data-ea-active=\"ea-click\"  data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card ea-expand sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31970 href=\"javascript:void(0)\"  aria-expanded=\"true\"><i class=\"ea-expand-icon fa fa-minus\"><\/i> Mississauga<\/a><\/h3><div class=\"sp-collapse spcollapse collapsed show\" id=\"collapse31970\" data-parent=#sp-ea-3197><div class=\"ea-body\"><ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Tuesdays\u00a0 \u00a011:30 am - 1:30pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<ul>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Tuesdays\u00a0 \u00a06:30pm - 8:30pm<\/li>\n<li>Labs Sundays\u00a0 \u00a010 am - 12 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31971 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Toronto<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse31971\" data-parent=#sp-ea-3197><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Daytime<\/strong>\n<ul>\n<li>Lectures Wednesdays\u00a0 11:30 am - 1:30 pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<ul>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Wednesdays\u00a0 \u00a06:30pm - 8:30pm<\/li>\n<li>Labs Saturdays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" data-sptoggle=\"spcollapse\" data-sptarget=#collapse31972 href=\"javascript:void(0)\"  aria-expanded=\"false\"><i class=\"ea-expand-icon fa fa-plus\"><\/i> Scarborough<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse31972\" data-parent=#sp-ea-3197><div class=\"ea-body\"><p><!-- wp:paragraph --><\/p>\n<ul>\n<li><strong>Evenings<\/strong>\n<ul>\n<li>Lectures Thursdays\u00a0 6:30 pm - 8:30 pm<\/li>\n<li>Labs Sundays\u00a0 1 pm - 3 pm<\/li>\n<\/ul>\n<\/li><\/ul>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Level:<\/strong><\/p>\n\n\n\n<p>Intermediate certificate course<\/p>\n\n\n\n<p><strong>Duration:<\/strong><\/p>\n\n\n\n<p>36 hours (9 lectures + 9 labs)<\/p>\n\n\n\n<p><strong>Pice:<\/strong><\/p>\n\n\n\n<p>Regular:  <s>$ 2,125   + tax<\/s><\/p>\n\n\n\n<p>Now 20% off :   $ 1,700 + tax<br \/><\/p>\n<\/div>\n<\/div>\n\n\n\n<p>The tools for Data Science course will teach you several essential tools you need in your day to day work as a data scientist, including:<\/p>\n\n\n\n<ul><li>Git<\/li><li>Jupyter notebooks<\/li><li>Python for Data Science<\/li><li>Numerical operations with NumPy<\/li><li>Data wrangling with Pandas<\/li><li>Data visualization with matplotlib<\/li><li>SQL and relational databases<\/li><li>Using pre-trained machine learning models with TensorFlow<\/li><\/ul>\n\n\n\n<p>The course consists of nine lessons and nine labs, for a total of 36 hours. There are four mandatory project assignments which will form a professional portfolio you can show to potential employers.<\/p>\n\n\n\n<p>You will receive a certificate upon successful completion of the course and assignments.<\/p>\n\n\n\n<h4 class=\"_1mf _1mj wp-block-heading\">Who should take this course?<\/h4>\n\n\n\n<ul><li>Analysts transitioning into a Data Science Role<\/li><li>Developers who want a career in Data Science<\/li><li>Anyone who wants a thorough understanding of Python libraries for data wrangling and visualization<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">What do you get?<\/h5>\n\n\n\n<ul><li><span style=\"font-size: 1rem;\">Personalized training<\/span><\/li><li>Learn common tools for working with data<\/li><li>Non-alcoholic drinks and light snacks will be served<\/li><li>Certificate of Completion<\/li><li>Professional Portfolio<\/li><\/ul>\n\n\n\n<h4 class=\"_1mf _1mj wp-block-heading\">Prerequisites<\/h4>\n\n\n\n<ul><li>Basic knowledge of Python Programming (If you are unfamiliar with Python we recommend attending <a href=\"https:\/\/www.novainstitute.ca\/courses\/introduction-to-python-programming\/\">Introduction to Python Programming<\/a> first)<\/li><li>You need to bring your own laptop (Windows\/Linux\/macOS), you will <em>not<\/em> need to install anything on your laptop.<\/li><li>You need access to a free Google account (such as Gmail)<\/li><\/ul>\n\n\n\n   <div class=\"uix-sc-testimonials__wrapper\">\n\t   <div class=\"uix-sc-testimonials\" id=\"uix-testimonials-testimonials-663064c8c5088\">\n\t\t\t<div class=\"uix-sc-testimonials__container\">\n\t\t\t\n\t\t\t   <div data-uix-sc-hybridcontent-slider=\"1\" role=\"slider\" class=\"uix-sc-hybridcontent-slider\"\n\t\t\t\t  data-draggable=\"false\"\n\t\t\t\t  data-draggable-cursor=\"move\"\t \n\t\t\t\t  data-dir=\"horizontal\"\n\t\t\t\t  data-auto=\"true\"\n\t\t\t\t  data-loop=\"false\"\n\t\t\t\t  data-speed=\"1000\"\n\t\t\t\t  data-timing=\"7000\" \n\t\t\t\t  data-pagination=\"#uix-sc-hybridcontent-slider__pagination-testimonials-663064c8c5088\" \n\t\t\t\t  data-next=\"#uix-sc-hybridcontent-slider__controls-testimonials-663064c8c5088 .uix-sc-hybridcontent-slider__controls--next\" \n\t\t\t\t  data-prev=\"#uix-sc-hybridcontent-slider__controls-testimonials-663064c8c5088 .uix-sc-hybridcontent-slider__controls--prev\">\n\t\t\t\t   <div class=\"uix-sc-hybridcontent-slider__items\">\n\n\t   <div class=\"uix-sc-hybridcontent-slider__item\">\n<div class=\"uix-sc-testimonials__content\">The tools we learn are very relevant for data sicence positions, the course helped me to answer some tough questions during interviews.<\/div>\n\n\t\t   <div class=\"uix-sc-testimonials__signature\">\n\t\t       <span class=\"uix-sc-testimonials--no-avatar\"><\/span>\n\t\t       <strong class=\"uix-sc-testimonials__pure-text\">Nora&nbsp;Ali<\/strong> - Tools for Data Science\n\t\t   <\/div>\t\n\t   <\/div>\t  \n   \n\n\t   <div class=\"uix-sc-hybridcontent-slider__item\">\n<div class=\"uix-sc-testimonials__content\">I love that the classes are small. It lets you really connect with the instructor and get the help you need. <\/div>\n\n\t\t   <div class=\"uix-sc-testimonials__signature\">\n\t\t       <span class=\"uix-sc-testimonials--no-avatar\"><\/span>\n\t\t       <strong class=\"uix-sc-testimonials__pure-text\">Chris&nbsp;Johnson<\/strong> - Tools for Data Science\n\t\t   <\/div>\t\n\t   <\/div>\t  \n   \n\n\t   <div class=\"uix-sc-hybridcontent-slider__item\">\n<div class=\"uix-sc-testimonials__content\">The instructors are really helpful. Even after the course and during my job search process they were helping me with so many things.<\/div>\n\n\t\t   <div class=\"uix-sc-testimonials__signature\">\n\t\t       <span class=\"uix-sc-testimonials--no-avatar\"><\/span>\n\t\t       <strong class=\"uix-sc-testimonials__pure-text\">Claire&nbsp;Bishop<\/strong> - Tools for Data Science\n\t\t   <\/div>\t\n\t   <\/div>\n\n\t\t\t\t   <\/div>\n\t\t\t\t  <!-- \/.uix-sc-hybridcontent-slider__items -->\n\n\t\t\t\t<\/div>\n\t\t\t   <!-- \/.uix-sc-hybridcontent-slider -->\n\n\n\n\t\t\t\t<div class=\"uix-sc-hybridcontent-slider__pagination\" id=\"uix-sc-hybridcontent-slider__pagination-testimonials-663064c8c5088\" style=\"display:none\"><\/div>\n\t\t\t\t<!-- \/.uix-sc-hybridcontent-slider__pagination -->\n\n\n\t\t\t\t<div class=\"uix-sc-hybridcontent-slider__controls\" id=\"uix-sc-hybridcontent-slider__controls-testimonials-663064c8c5088\" style=\"\">\n\t\t\t\t\t<a data-normal=\"1\" href=\"javascript:void(0);\" class=\"uix-sc-hybridcontent-slider__controls--prev\"><i class=\"fa fa-angle-left\" aria-hidden=\"true\"><\/i><\/a>\n\t\t\t\t\t<a data-normal=\"1\" href=\"javascript:void(0);\" class=\"uix-sc-hybridcontent-slider__controls--next\"><i class=\"fa fa-angle-right\" aria-hidden=\"true\"><\/i><\/a>\n\t\t\t\t<\/div>\n\t\t\t\t<!-- \/.uix-sc-hybridcontent-slider__controls -->    \n\t\t\t   \n\n\t\t\t<\/div><!-- .uix-sc-testimonials__container -->\n\t\t<\/div><!-- \/.uix-sc-testimonials -->\n\t<\/div>\n   \n\n\n\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-is-layout-18 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Request Information<\/h5>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3217-o9\" lang=\"en-GB\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/pages\/3184#wpcf7-f3217-o9\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"3217\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3217-o9\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> First Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"first-name\" \/><\/span> <\/label><br \/>\n<label> Last Name (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"last-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> Email (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> Phone Number (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel-python\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"tel-python\" \/><\/span><\/label><br \/>\n<label> How did you hear about this course? <span class=\"wpcf7-form-control-wrap\" data-name=\"referal\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"referal\" \/><\/span> <\/label><br \/>\n<label> Mississauga<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-mis\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-mis\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Toronto<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-tor\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-tor\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Scarborough<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"menu-scar\"><select class=\"wpcf7-form-control wpcf7-select\" aria-invalid=\"false\" name=\"menu-scar\"><option value=\"\"><\/option><option value=\"Daytime\">Daytime<\/option><option value=\"Evening\">Evening<\/option><\/select><\/span> <\/label><br \/>\n<label> Comments <span class=\"wpcf7-form-control-wrap\" data-name=\"comments\"><textarea cols=\"40\" rows=\"10\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" name=\"comments\"><\/textarea><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-781\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-781\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Please send me information about upcoming courses and events.<\/span><\/label><\/span><\/span><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-782\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-782\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I accept the <a href= https:\/\/www.novainstitute.ca\/wpautoterms\/terms-and-conditions-2\/ target=\"_blank\"> course terms and conditions<\/a><\/span><\/label><\/span><\/span><\/span>\n<\/p>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Send\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Price<\/h5>\n\n\n\n<p>Regular: $ <s>2,125 + tax<\/s><\/p>\n\n\n\n<p>Now 20% off: $ 1,700 + tax<\/p>\n\n\n\n<p>If the time, date, and\/or place does not suit you, please <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a>. We may be able to accommodate you.<\/p>\n\n\n\n<p>Business customer? We offer on-site personalized courses <a href=\"https:\/\/www.novainstitute.ca\/contact\/\">contact us<\/a> for a quote.<\/p>\n<\/div>\n<\/div>\n\n\n<script type=\"text\/javascript\" src=\"\/\/downloads.mailchimp.com\/js\/signup-forms\/popup\/unique-methods\/embed.js\" data-dojo-config=\"usePlainJson: true, isDebug: false\"><\/script><script type=\"text\/javascript\">window.dojoRequire([\"mojo\/signup-forms\/Loader\"], function(L) { L.start({\"baseUrl\":\"mc.us19.list-manage.com\",\"uuid\":\"b1148c6af2203ffcdbf985a22\",\"lid\":\"3bf5a09a65\",\"uniqueMethods\":true}) })<\/script>\n<\/div>\t<\/div>\r\n<\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":1706,"parent":27,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Science - 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