{"id":1183,"date":"2018-02-07T03:37:05","date_gmt":"2018-02-07T03:37:05","guid":{"rendered":"http:\/\/blog.cloudxlab.com\/?p=1183"},"modified":"2019-01-08T12:39:50","modified_gmt":"2019-01-08T12:39:50","slug":"machine-learning-iot-bootcamp-singapore","status":"publish","type":"post","link":"https:\/\/cloudxlab.com\/blog\/machine-learning-iot-bootcamp-singapore\/","title":{"rendered":"Machine Learning &#038; IoT Bootcamp at Singapore"},"content":{"rendered":"<p>Have you ever wondered how you can\u00a0apply various Machine Learning and IOT techniques for everyday business problems? Or, are you someone\u00a0who has heard of Machine Learning but couldn&#8217;t get a chance to dig a little deeper?\u00a0 If your answer is Yes, then you&#8217;ve come to the right place.<\/p>\n<p>Cloudxlab is conducting a Machine Learning &amp; IoT Bootcamp in Singapore.<\/p>\n<ul class=\"ili-indent\">\n<li><strong>Date:<\/strong> Saturday, Feb 10, 2018<\/li>\n<li><strong>Place: <\/strong>NUS Enterprise, #02-01, 71 Ayer Rajah Crescent, Singapore<\/li>\n<li><b>Time: <\/b>9:30 AM to 5:00 PM<\/li>\n<\/ul>\n<h2>What will be covered?<\/h2>\n<p>An exposure to Machine Learning using Python to analyze, draw intelligence and build powerful models using real-world datasets. You\u2019ll also gain the insights to apply data processing and Machine Learning techniques in real time.<\/p>\n<p>After completing this workshop, you will be able to build and optimize your own automated classifier to extract insights from real-world data sets.<\/p>\n<p><!--more--><\/p>\n<p>This session would broadly cover the following:<\/p>\n<p>1. Introduction to Machine Learning and AI<br \/>\n2. What is Classification?<br \/>\n3. Hands-on example on\u00a0Binary Classification using MNIST dataset<br \/>\n4. Understanding Stochastic Gradient Descent (SGD) Classifier<br \/>\n5. Training a binary classifier using SGD<br \/>\n6. Performance measure<br \/>\n&#8211; Cross-Validation<br \/>\n&#8211; Confusion Matrix<br \/>\n&#8211; Precision and Recall<br \/>\n&#8211; F1 Score<br \/>\n&#8211; Precision \/ Recall Tradeoff<br \/>\n&#8211; ROC Curve<\/p>\n<h2>Important to know<\/h2>\n<p>You can register for the event here &#8211;\u00a0 <a href=\"http:\/\/bit.ly\/ML-Bootcamp-Singapore\">Machine Learning &amp; IOT Bootcamp<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Have you ever wondered how you can\u00a0apply various Machine Learning and IOT techniques for everyday business problems? Or, are you someone\u00a0who has heard of Machine Learning but couldn&#8217;t get a chance to dig a little deeper?\u00a0 If your answer is Yes, then you&#8217;ve come to the right place. Cloudxlab is conducting a Machine Learning &amp; &hellip; <a href=\"https:\/\/cloudxlab.com\/blog\/machine-learning-iot-bootcamp-singapore\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Machine Learning &#038; IoT Bootcamp at Singapore&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":1185,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[15],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v16.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Machine Learning &amp; IoT Bootcamp at Singapore | CloudxLab Blog<\/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:\/\/cloudxlab.com\/blog\/machine-learning-iot-bootcamp-singapore\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning &amp; IoT Bootcamp at Singapore | CloudxLab Blog\" \/>\n<meta property=\"og:description\" content=\"Have you ever wondered how you can\u00a0apply various Machine Learning and IOT techniques for everyday business problems? Or, are you someone\u00a0who has heard of Machine Learning but couldn&#8217;t get a chance to dig a little deeper?\u00a0 If your answer is Yes, then you&#8217;ve come to the right place. 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