https:\/\/medium.com\/@SayedAhmedCanada <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"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 Online: https:\/\/www.ShopForSoul.com\/ (Big Data, Cloud, … <\/p>\n
Continue reading<\/a><\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1917],"tags":[],"class_list":["post-24927","post","type-post","status-publish","format-standard","hentry","category-fromsitestree-com","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":14734,"url":"http:\/\/bangla.sitestree.com\/?p=14734","url_meta":{"origin":24927,"position":0},"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 "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","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":26386,"url":"http:\/\/bangla.sitestree.com\/?p=26386","url_meta":{"origin":24927,"position":1},"title":"On Machine Learning #Root","author":"Author-Check- Article-or-Video","date":"April 23, 2021","format":false,"excerpt":"FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance https:\/\/paperswithcode.com\/paper\/finrl-a-deep-reinforcement-learning-library OV2SLAM : A Fully Online and Versatile Visual SLAM for Real-Time Applications https:\/\/paperswithcode.com\/paper\/ov-2-slam-a-fully-online-and-versatile-visual Predicting with a Regression Equation https:\/\/opentextbc.ca\/introbusinessstatopenstax\/chapter\/predicting-with-a-regression-equation\/ Chapter 4. Regression and Prediction https:\/\/www.oreilly.com\/library\/view\/practical-statistics-for\/9781491952955\/ch04.html Loss and Loss Functions for Training Deep Learning Neural Networks https:\/\/machinelearningmastery.com\/loss-and-loss-functions-for-training-deep-learning-neural-networks\/\u2026","rel":"","context":"In "FromSitesTree.com"","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":78217,"url":"http:\/\/bangla.sitestree.com\/?p=78217","url_meta":{"origin":24927,"position":2},"title":"Model Selection","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"\u2022 Optimizations\/Machine Learning\/Data Mining\/Deep Learning\/Reinforcement Learning\/Graph Mining\/NLP\/Genetic Algorithms \u2022 Regression \u2022 Linear \u2022 Non-Linear \u2022 Classifications \u2022 Logistics Regression \u2022 Sigmoid : Binary \u2022 Softmax: Multi-Class \u2022 Bayes Classifier \u2022 SVM \u2022 Bayesian: Regression\/Classification \u2022 Clustering \u2022 K-NN \u2022 KNN+ \u2022 Kmeans, Hierarchical, Density \u2022Machine Learning\/Data Mining\/Deep Learning\/Reinforcement Learning\/Graph Mining\/NLP\u2026","rel":"","context":"In "Analytics and Machine Learning Project Development"","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":20250,"url":"http:\/\/bangla.sitestree.com\/?p=20250","url_meta":{"origin":24927,"position":3},"title":"On Machine Learning","author":"Sayed","date":"February 19, 2021","format":false,"excerpt":"FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance https:\/\/paperswithcode.com\/paper\/finrl-a-deep-reinforcement-learning-library OV2SLAM : A Fully Online and Versatile Visual SLAM for Real-Time Applications https:\/\/paperswithcode.com\/paper\/ov-2-slam-a-fully-online-and-versatile-visual Predicting with a Regression Equation https:\/\/opentextbc.ca\/introbusinessstatopenstax\/chapter\/predicting-with-a-regression-equation\/ Chapter 4. Regression and Prediction https:\/\/www.oreilly.com\/library\/view\/practical-statistics-for\/9781491952955\/ch04.html Loss and Loss Functions for Training Deep Learning Neural Networks https:\/\/machinelearningmastery.com\/loss-and-loss-functions-for-training-deep-learning-neural-networks\/\u2026","rel":"","context":"In "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","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":78210,"url":"http:\/\/bangla.sitestree.com\/?p=78210","url_meta":{"origin":24927,"position":4},"title":"Model Selection for your Project","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"Potential Models \u2022 Statistical Models \u2022 Parametric and Non-Parametric \u2022 Mathematical Model (Optimization) \u2022 Machine Learning \u2022 Data Mining \u2022 Deep Learning \u2022 Reinforcement Learning \u2022 Graph Mining \u2022 NLP \u2022 Optimization \u2022 Genetic Algorithm \u2022Association \u2022Basket Association \u2022Apriori Algorithm \u2022Supervised \u2022Classification \u2022Regression \u2022Unsupervised \u2022Clustering\/Customer Segmentation \u2022Reinforcement \u2022Learn a policy\u2026","rel":"","context":"In "Analytics and Machine Learning Project Development"","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-22.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-22.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-22.png?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-22.png?resize=700%2C400 2x"},"classes":[]},{"id":25027,"url":"http:\/\/bangla.sitestree.com\/?p=25027","url_meta":{"origin":24927,"position":5},"title":"AI and ML in 2019: Health\/personalized medicine and AI\/ML\/DL\/NLP #Root","author":"Author-Check- Article-or-Video","date":"April 14, 2021","format":false,"excerpt":"Keeping up with AI in 2019. What is the next big thing in AI and ML? https:\/\/medium.com\/thelaunchpad\/what-is-the-next-big-thing-in-ai-and-ml-904a3f3345ef --- A Technical Overview of AI & ML (NLP, Computer Vision, Reinforcement Learning) in 2018 & Trends for 2019 https:\/\/www.analyticsvidhya.com\/blog\/2018\/12\/key-breakthroughs-ai-ml-2018-trends-2019\/ --- AI Research Trends https:\/\/ai100.stanford.edu\/2016-report\/section-i-what-artificial-intelligence\/ai-research-trends --- Artificial intelligence in healthcare: past, present and\u2026","rel":"","context":"In "FromSitesTree.com"","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/24927","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\/8"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24927"}],"version-history":[{"count":0,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/24927\/revisions"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24927"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24927"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24927"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}