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{"id":632,"date":"2018-09-17T21:45:02","date_gmt":"2018-09-18T01:45:02","guid":{"rendered":"https:\/\/www.novainstitute.ca\/?page_id=632"},"modified":"2020-02-07T15:12:10","modified_gmt":"2020-02-07T20:12:10","slug":"python","status":"publish","type":"page","link":"https:\/\/www.novainstitute.ca\/courses\/python\/","title":{"rendered":"Python for Data Science"},"content":{"rendered":"\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>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<\/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-664a3fae4f41c\">\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-664a3fae4f41c\" \n\t\t\t\t  data-next=\"#uix-sc-hybridcontent-slider__controls-testimonials-664a3fae4f41c .uix-sc-hybridcontent-slider__controls--next\" \n\t\t\t\t  data-prev=\"#uix-sc-hybridcontent-slider__controls-testimonials-664a3fae4f41c .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-664a3fae4f41c\" 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-664a3fae4f41c\" 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-2 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-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\/632#wpcf7-f3217-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=\"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-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> 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","protected":false},"excerpt":{"rendered":"<p>This 4 part course will give you an introduction to programming in Python for use in data science. It is a great starting point if you are new to programming, and will give you a gentle introdution if you are new to Python.<\/p>\n","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>Python for Data Science - Nova Institute<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.novainstitute.ca\/courses\/python\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python for Data Science - Nova Institute\" \/>\n<meta property=\"og:description\" content=\"This 4 part course will give you an introduction to programming in Python for use in data science. 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