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{"id":3238,"date":"2019-08-09T17:30:43","date_gmt":"2019-08-09T21:30:43","guid":{"rendered":"https:\/\/www.novainstitute.ca\/?page_id=3238"},"modified":"2020-02-07T15:10:37","modified_gmt":"2020-02-07T20:10:37","slug":"intro-to-data-science-2","status":"publish","type":"page","link":"https:\/\/www.novainstitute.ca\/courses\/intro-to-data-science-2\/","title":{"rendered":"Pandas 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-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<\/ul>\n<\/li>\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-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\/3238#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>In this four-week evening course, you will learn to master advanced techniques for data wrangling with Pandas. <\/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>Pandas for Data Science - 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