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{"id":3195,"date":"2019-08-08T13:38:49","date_gmt":"2019-08-08T17:38:49","guid":{"rendered":"https:\/\/www.novainstitute.ca\/?page_id=3195"},"modified":"2020-02-07T15:14:23","modified_gmt":"2020-02-07T20:14:23","slug":"ds200","status":"publish","type":"page","link":"https:\/\/www.novainstitute.ca\/courses\/ds200\/","title":{"rendered":"Tools 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-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<\/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<\/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<\/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<\/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<\/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-6639e912f0c52\">\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-6639e912f0c52\" \n\t\t\t\t  data-next=\"#uix-sc-hybridcontent-slider__controls-testimonials-6639e912f0c52 .uix-sc-hybridcontent-slider__controls--next\" \n\t\t\t\t  data-prev=\"#uix-sc-hybridcontent-slider__controls-testimonials-6639e912f0c52 .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-6639e912f0c52\" 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-6639e912f0c52\" 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\/3195#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: $ <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","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>Tools 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\/ds200\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tools 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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