{"id":29154,"date":"2018-12-28T14:38:22","date_gmt":"2018-12-28T12:38:22","guid":{"rendered":"https:\/\/mamchenkov.net\/wordpress\/?p=29154"},"modified":"2018-12-28T14:38:29","modified_gmt":"2018-12-28T12:38:29","slug":"machine-learning-101-by-jason-mayes","status":"publish","type":"post","link":"https:\/\/mamchenkov.net\/wordpress\/2018\/12\/28\/machine-learning-101-by-jason-mayes\/","title":{"rendered":"Machine Learning 101 by Jason Mayes"},"content":{"rendered":"<!-- google_ad_section_start -->\n\n<p class=\"wp-block-paragraph\">There is a tonne of information both online and offline on the subjects of Artificial Intelligence and Machine Learning.  Some resources provide just the bare minimum introductory information.  Others dive deep into specifics.  But I haven&#8217;t seen one that is as easy to follow as Jason Mayes&#8217; <a href=\"https:\/\/docs.google.com\/presentation\/d\/1kSuQyW5DTnkVaZEjGYCkfOxvzCqGEFzWBy4e9Uedd9k\/edit\">Machine Learning 101<\/a> slides deck.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It&#8217;s so easy in fact that is probably useful to even the non-technical people who want to know how this whole AI thing works.  I particularly liked how the slides are separated into green background for general knowledge and blue background for in-depth knowledge, making them easy to skip.  I also find the balance between the details in the slides and the further reading \/ watching resources to be just right.<\/p>\n<!-- google_ad_section_end -->\n","protected":false},"excerpt":{"rendered":"<!-- google_ad_section_start -->\n<p>There is a tonne of information both online and offline on the subjects of Artificial Intelligence and Machine Learning. Some resources provide just the bare minimum introductory information. Others dive deep into specifics. But I haven&#8217;t seen one that is as easy to follow as Jason Mayes&#8217; Machine Learning 101 slides deck. It&#8217;s so easy &hellip; <a href=\"https:\/\/mamchenkov.net\/wordpress\/2018\/12\/28\/machine-learning-101-by-jason-mayes\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Machine Learning 101 by Jason Mayes<\/span><\/a><\/p>\n<!-- google_ad_section_end -->\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"Machine Learning 101 by Jason Mayes #AI #ML #MachineLearning #cloud","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_links_to":"","_links_to_target":""},"categories":[1,62,1334],"tags":[1462,2366,3493],"keyring_services":[],"class_list":["post-29154","post","type-post","status-publish","format-standard","hentry","category-general","category-technology","category-web-work","tag-artificial-intelligence","tag-cloud-computing","tag-machine-learning"],"aioseo_notices":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack-related-posts":[{"id":42711,"url":"https:\/\/mamchenkov.net\/wordpress\/2019\/06\/12\/top-20-apis-you-should-know-in-ai-and-machine-learning\/","url_meta":{"origin":29154,"position":0},"title":"Top 20 APIs You Should Know In AI and Machine Learning","author":"Leonid Mamchenkov","date":"June 12, 2019","format":false,"excerpt":"If you are playing around with the artificial intelligence and machine learning, have a look at this list of \"Top 20 APIs You Should Know In AI and Machine Learning\". These are nicely organized by subject as well: Machine Learning and Prediction APIs BigMLPredictionIOAnacondaBlue Yonder PlatformMLJARNuPICRecombeeindico APIs for Face Detection\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":28179,"url":"https:\/\/mamchenkov.net\/wordpress\/2017\/11\/06\/php-ml-machine-learning-library-for-php\/","url_meta":{"origin":29154,"position":1},"title":"PHP-ML &#8211; Machine Learning library for PHP","author":"Leonid Mamchenkov","date":"November 6, 2017","format":false,"excerpt":"PHP-ML is a machine learning library for PHP.\u00a0 Given, PHP is probably not the best choice when it comes to machine learning, but sometimes one is limited in technology stack choices, so it's good have options like this one. Fresh approach to Machine Learning in PHP. Algorithms, Cross Validation, Neural\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":28383,"url":"https:\/\/mamchenkov.net\/wordpress\/2018\/02\/15\/how-to-analyze-tweet-sentiments-with-php-machine-learning\/","url_meta":{"origin":29154,"position":2},"title":"How to Analyze Tweet Sentiments with PHP Machine Learning","author":"Leonid Mamchenkov","date":"February 15, 2018","format":false,"excerpt":"Machine learning is rarely mentioned in the same sentence (or article, for that matter) with PHP, so each time this happens, I'm all ears.\u00a0 Here's one that I came across recently -\u00a0How to Analyze Tweet Sentiments with PHP Machine Learning. Unlike many other \"hello world\" kind of examples, this article\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":27816,"url":"https:\/\/mamchenkov.net\/wordpress\/2017\/07\/29\/learning-machine-learning-and-nlp-from-187-quora-questions\/","url_meta":{"origin":29154,"position":3},"title":"Learning Machine Learning and NLP from 187 Quora Questions","author":"Leonid Mamchenkov","date":"July 29, 2017","format":false,"excerpt":"Machine Learning is a hot subject these days. \u00a0And as with any other hot subject, there is a multitude of books, online course, videos, and guides available all over the web. \u00a0I think that this curated list of \u00a0187 Quora questions is an interesting way of approaching the subject. While\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":29139,"url":"https:\/\/mamchenkov.net\/wordpress\/2018\/12\/27\/data-science-cheatsheets\/","url_meta":{"origin":29154,"position":4},"title":"Data Science Cheatsheets","author":"Leonid Mamchenkov","date":"December 27, 2018","format":false,"excerpt":"Here's a good collection of cheatsheets for anyone involved with Big Data and machine learning. Whether you are already well versed in the subject, or just starting, I'm sure you'll find something useful. And while we are on the subject of machine learning, check out this repository for examples in\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":27297,"url":"https:\/\/mamchenkov.net\/wordpress\/2017\/02\/05\/trust-in-automation\/","url_meta":{"origin":29154,"position":5},"title":"Trust in Automation","author":"Leonid Mamchenkov","date":"February 5, 2017","format":false,"excerpt":"Trust in Automation is by far the best thing I've read on the subjects of artificial intelligence and machine learning, and their affects on human society. \u00a0There are plenty of links and quotes that make you think and want you to learn more ... until you don't. \u00a0It's not depressing,\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"jetpack_sharing_enabled":true,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts\/29154","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/comments?post=29154"}],"version-history":[{"count":0,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts\/29154\/revisions"}],"wp:attachment":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/media?parent=29154"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/categories?post=29154"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/tags?post=29154"},{"taxonomy":"keyring_services","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/keyring_services?post=29154"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}