{"id":17357,"date":"2020-08-24T21:20:14","date_gmt":"2020-08-25T01:20:14","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/?p=17357"},"modified":"2020-08-24T21:22:07","modified_gmt":"2020-08-25T01:22:07","slug":"mathematical-engineering-optimization-and-deep-learning","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=17357","title":{"rendered":"Mathematical\/Engineering Optimization and Deep Learning"},"content":{"rendered":"\n<iframe loading=\"lazy\" width=\"791\" height=\"445\" src=\"https:\/\/www.youtube.com\/embed\/kK8-jCCR4is?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n\nWanna learn deep learning? Watch the following Crash Course\n\nhttps:\/\/www.youtube.com\/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07\n\n<iframe loading=\"lazy\" width=\"791\" height=\"445\" src=\"https:\/\/www.youtube.com\/embed\/nmnaO6esC7c?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n\ufeff\n\n\n\n<pre class=\"wp-block-code\"><code><\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code><\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Wanna learn deep learning? Watch the following Crash Course https:\/\/www.youtube.com\/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07 \ufeff<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[182],"tags":[],"class_list":["post-17357","post","type-post","status-publish","format-standard","hentry","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":14840,"url":"http:\/\/bangla.sitestree.com\/?p=14840","url_meta":{"origin":17357,"position":0},"title":"Projects\/Research: Association Analysis with Deep Learning","author":"Sayed","date":"June 26, 2019","format":false,"excerpt":"Association Analysis using Deep Learning (Association concepts are provided in the URLs near the end) --- Use of Deep Learning to Examine the Association of the Built Environment With Prevalence of Neighborhood Adult Obesity https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2698635 yanbeic\/Deep-Association-Learning https:\/\/github.com\/yanbeic\/Deep-Association-Learning Tensorflow Implementation of the paper Chen et al. Deep Association Learning for Unsupervised\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":25049,"url":"http:\/\/bangla.sitestree.com\/?p=25049","url_meta":{"origin":17357,"position":1},"title":"Dietary Patterns and Disease: Machine Learning, Deep Learning, Statistical Methods #Root","author":"Author-Check- Article-or-Video","date":"April 15, 2021","format":false,"excerpt":"Dietary Patterns and Disease: Machine Learning, Deep Learning, Statistical Methods ---- First the unusual one: Deep Learning and Tabular Data \"Tabular data is the most commonly used type of data in industry, but deep learning on tabular data receives far less attention than deep learning for computer vision and natural\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":19381,"url":"http:\/\/bangla.sitestree.com\/?p=19381","url_meta":{"origin":17357,"position":2},"title":"Reinforcement Learning and Deep Learning","author":"Sayed","date":"January 28, 2021","format":false,"excerpt":"An interactive notebook training Keras to play Catch https:\/\/github.com\/JannesKlaas\/sometimes_deep_sometimes_learning\/blob\/master\/reinforcement.ipynb Key Papers in Deep RL https:\/\/spinningup.openai.com\/en\/latest\/spinningup\/keypapers.html#key-papers-in-deep-rl DEEP REINFORCEMENT LEARNING https:\/\/arxiv.org\/pdf\/1810.06339v1.pdf Tesla: Deep Learning https:\/\/quantdare.com\/deep-reinforcement-trading\/ Playing Atari with Deep Reinforcement Learning https:\/\/arxiv.org\/pdf\/1312.5602.pdf AlphaGo is the first computer program to defeat a professional human Go player, the first to defeat a Go world\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":14734,"url":"http:\/\/bangla.sitestree.com\/?p=14734","url_meta":{"origin":17357,"position":3},"title":"NLP, Machine Learning, Deep Learning","author":"Sayed","date":"April 19, 2019","format":false,"excerpt":"Machine Learning and Deep Learning Courses https:\/\/www.andrewng.org\/courses\/ Weka: Data Mining and Machine Learning https:\/\/www.cs.waikato.ac.nz\/ml\/weka\/book.html On PLSA and NLP: http:\/\/times.cs.uiuc.edu\/course\/598f13\/plsa-note.pdf Lectures on NLP Topics: http:\/\/www.cs.virginia.edu\/~hw5x\/ Automatic hand-written digit clustering using Bernoulli Mixture Models and Expectation-Maximization. https:\/\/github.com\/manfredzab\/bernoulli-mixture-models Sayed Ahmed sayedum Linkedin: https:\/\/ca.linkedin.com\/in\/sayedjustetc Blog: http:\/\/sitestree.com, http:\/\/bangla.salearningschool.com","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":24927,"url":"http:\/\/bangla.sitestree.com\/?p=24927","url_meta":{"origin":17357,"position":4},"title":"NLP, Machine Learning, Deep Learning #Root","author":"Author-Check- Article-or-Video","date":"April 13, 2021","format":false,"excerpt":"Machine Learning and Deep Learning Courses https:\/\/www.andrewng.org\/courses\/ Weka: Data Mining and Machine Learning https:\/\/www.cs.waikato.ac.nz\/ml\/weka\/book.html On PLSA and NLP: http:\/\/times.cs.uiuc.edu\/course\/598f13\/plsa-note.pdf Lectures on NLP Topics: http:\/\/www.cs.virginia.edu\/~hw5x\/ Automatic hand-written digit clustering using Bernoulli Mixture Models and Expectation-Maximization. https:\/\/github.com\/manfredzab\/bernoulli-mixture-models Sayed Ahmed sayedum Linkedin: https:\/\/ca.linkedin.com\/in\/sayedjustetc Blog: http:\/\/sitestree.com, http:\/\/bangla.salearningschool.com From: http:\/\/sitestree.com\/nlp-machine-learning-deep-learning\/ Categories:RootTags: Post Data:2019-04-19 13:22:39 Shop\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":23301,"url":"http:\/\/bangla.sitestree.com\/?p=23301","url_meta":{"origin":17357,"position":5},"title":"Three Approaches to RL: #Deep Q Learning Networks &#8211; #DQN","author":"Sayed","date":"March 29, 2021","format":false,"excerpt":"Three Approaches to RL - Georgia Tech - Machine Learning https:\/\/www.youtube.com\/watch?v=bFPoHrAoPoQ Deep Q Learning Networks https:\/\/www.youtube.com\/watch?v=OYhFoMySoVs","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/17357","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=17357"}],"version-history":[{"count":2,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/17357\/revisions"}],"predecessor-version":[{"id":17359,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/17357\/revisions\/17359"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=17357"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=17357"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=17357"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}