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{"id":718,"date":"2018-11-01T17:25:52","date_gmt":"2018-11-01T21:25:52","guid":{"rendered":"https:\/\/www.novainstitute.ca\/?page_id=718"},"modified":"2020-01-21T14:22:09","modified_gmt":"2020-01-21T19:22:09","slug":"deep-learning-with-tensorflow-and-keras","status":"publish","type":"page","link":"https:\/\/www.novainstitute.ca\/courses\/deep-learning-with-tensorflow-and-keras\/","title":{"rendered":"Machine Learning with TensorFlow and Keras"},"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>Upcoming Sessions:<\/strong><\/p>\n\n\n<style>#sp-ea-3128 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 500ms;}#sp-ea-3128.sp-easy-accordion>.sp-ea-single {margin-bottom: 10px; border: 1px solid #e2e2e2; }#sp-ea-3128.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-3128.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-3128.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-3128.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp_easy_accordion-1735227999\"><div id=\"sp-ea-3128\" class=\"sp-ea-one sp-easy-accordion\" data-ex-icon=\"minus\" data-col-icon=\"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\" id=\"ea-header-31280\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse31280\" aria-controls=\"collapse31280\" href=\"javascript:void(0)\"  aria-expanded=\"false\" tabindex=\"0\"><i class=\"ea-expand-icon ea-icon-expand-plus\"><\/i> Mississauga<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse31280\" data-parent=\"#sp-ea-3128\" role=\"region\" aria-labelledby=\"ea-header-31280\"><div class=\"ea-body\"><ul>\n<li>Saturday Dec 7 3pm - 5pm and<br \/>\nSunday Dec 8 3pm - 5pm<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-31281\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse31281\" aria-controls=\"collapse31281\" href=\"javascript:void(0)\"  aria-expanded=\"false\" tabindex=\"0\"><i class=\"ea-expand-icon ea-icon-expand-plus\"><\/i> Toronto<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse31281\" data-parent=\"#sp-ea-3128\" role=\"region\" aria-labelledby=\"ea-header-31281\"><div class=\"ea-body\"><ul>\n<li>Saturday Dec 14 3pm - 5pm and<br \/>\nSunday Dec 15 3pm - 5pm<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"ea-card  sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-31282\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse31282\" aria-controls=\"collapse31282\" href=\"javascript:void(0)\"  aria-expanded=\"false\" tabindex=\"0\"><i class=\"ea-expand-icon ea-icon-expand-plus\"><\/i> Scarborough<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse31282\" data-parent=\"#sp-ea-3128\" role=\"region\" aria-labelledby=\"ea-header-31282\"><div class=\"ea-body\"><ul>\n<li>Saturday Dec 21 3pm - 5pm and<br \/>\nSunday Dec 22 3pm - 5pm<\/li>\n<li>Sunday Jan 26 1pm - 5pm<\/li>\n<\/ul>\n<\/div><\/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 workshop<\/p>\n\n\n\n<p><strong>Duration:<\/strong><\/p>\n\n\n\n<p>4 hours<\/p>\n\n\n\n<p><strong>Pice:<\/strong><\/p>\n\n\n\n<p>Regular: &nbsp; &nbsp;  $ 499 + tax<br><\/p>\n<\/div>\n<\/div>\n\n\n\n<h5 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr wp-block-heading\">Get started with Deep Learning<\/h5>\n\n\n\n<p>Machine Learning is a highly sought after skillset in today&#8217;s job market. <\/p>\n\n\n\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">This workshop is a great way to get started with machine learning. We do not <span class=\"qualifier\">just&nbsp;<\/span>teach you the theory, we train you in how to apply it to real-world problems.<\/p>\n\n\n\n<p>TensorFlow and Keras are frameworks for Machine Learning that are being widely applied in the industry. In our workshop, you will learn to use these frameworks and how to solve real-world machine learning problems using just a few lines of Python code.<\/p>\n\n\n\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">This is a WORKshop, you will learn by doing, guided by our expert instructors. We teach you how the algorithms work, and we train you in how to apply them.<\/p>\n\n\n\n<h5 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr wp-block-heading\">What you get:<\/h5>\n\n\n\n<ul class=\"public-DraftStyleDefault-ul\"><li> Build, use and tune models for machine learning.<\/li><li>Apply machine learning to real-world problems.<\/li><li> Know how to avoid common mistakes.<\/li><li>Certificate of Completion<br><\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">You will learn about:<\/h5>\n\n\n\n<ul class=\"public-DraftStyleDefault-ul\"><li>Neural networks and deep learning<\/li><li>Activation functions<\/li><li>Optimizers<\/li><li>Cost functions<br> <\/li><\/ul>\n\n\n\n<p>You will use common tools and frameworks, such as TensorFlow, Keras and more.<\/p>\n\n\n\n<p><span class=\"hardreadability\">You will know where to find resources, pre-trained models, and datasets for your own machine learning projects<\/span>. And you will have the continuing support of our staff and our Alumni Community after you finish.<\/p>\n\n\n\n<p>You do need to bring your own laptop for this workshop. Before the workshop, we will help you set up everything you need on your laptop so that you are ready to start coding.<\/p>\n\n\n\n<h5 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr wp-block-heading\">Who should take this course?<\/h5>\n\n\n\n<ul class=\"public-DraftStyleDefault-ul\"><li>Developers new to Machine Learning<\/li><li>Anyone considering a career in Data Science<\/li><\/ul>\n\n\n\n<h4 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr wp-block-heading\">Prerequisites<\/h4>\n\n\n\n<ul class=\"public-DraftStyleDefault-ul\"><li> Working knowledge of at least one programming language, <span class=\"adverb\">preferably<\/span>&nbsp;Python.<br> <\/li><li> You need to bring your own laptop (Windows\/Linux\/macOS)<br> <\/li><\/ul>\n\n\n\n<h4 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr wp-block-heading\">Course Schedule<\/h4>\n\n\n\n<p>2-day workshop:<\/p>\n\n\n\n<p>Saturday      3pm &#8211; 5pm<\/p>\n\n\n\n<p>Sunday         3pm &#8211; 5pm<\/p>\n\n\n\n<p>The workshop includes one project assignment to be completed at home.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Weekend Workshops<\/h4>\n\n\n\n<p>The Weekend Workshop series are hands-on 2-day courses in subjects of Machine Learning and Data Science. Our Introductory level workshops serve as great starting points in your Machine Learning Journey. Intermediate and advanced level workshops will take a deep dive into one specific technology, tool or technique. In all our courses we adapt our curriculum based on trends in the industry as well as the needs of our individual students.<\/p>\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\">Registration<\/h5>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3131-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\/718#wpcf7-f3131-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=\"3131\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.8\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3131-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\" maxlength=\"400\" 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\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span> <\/label><br \/>\n<label> Email (required)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" 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\" maxlength=\"400\" 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\" maxlength=\"400\" 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=\"\"><\/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=\"\"><\/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=\"Jan 26\">Jan 26<\/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: $ 499 + 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\n","protected":false},"excerpt":{"rendered":"<p>Hands on training in Deep Learning with TensorFlow and Keras. <\/p>\n","protected":false},"author":1,"featured_media":711,"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 v23.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Machine Learning with TensorFlow and Keras - 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\/deep-learning-with-tensorflow-and-keras\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning with TensorFlow and Keras - 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