https:\/\/medium.com\/@SayedAhmedCanada <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"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\/ Machine learning fundamentals (I): Cost … <\/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-26386","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":20250,"url":"http:\/\/bangla.sitestree.com\/?p=20250","url_meta":{"origin":26386,"position":0},"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":78217,"url":"http:\/\/bangla.sitestree.com\/?p=78217","url_meta":{"origin":26386,"position":1},"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":20577,"url":"http:\/\/bangla.sitestree.com\/?p=20577","url_meta":{"origin":26386,"position":2},"title":"Machine Learning (and related) Resources as may have consulted in the past","author":"Sayed","date":"February 23, 2021","format":false,"excerpt":"References Projects mentioned on: http:\/\/sitestree.com\/prediction-bayesian-regression-concepts-example-projects\/ Insurance HealthCare Costs: https:\/\/github.com\/techshot25\/HealthCare Linear and Bayesian modeling in R: Predicting movie popularity https:\/\/towardsdatascience.com\/linear-and-bayesian-modelling-in-r-predicting-movie-popularity-6c8ef0a44184 Bayesian-Stock-Price-Prediction https:\/\/github.com\/lschlessinger1\/Bayesian-Stock-Price-Prediction Bayesian Prediction: Well (Oil) Production https:\/\/github.com\/jpgrana\/bayesian-approach-predicting-well-production Binary Classification on Stock Market (S&P 500) using Naive Bayes and Logistic Regression https:\/\/github.com\/NeilPrabhu\/Stock-Prediction Naive Bayes Weather Prediction https:\/\/github.com\/husnainfareed\/simple-naive-bayes-weather-prediction\/blob\/master\/bayes.py Regression Predict Fuel Efficiency:\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":22629,"url":"http:\/\/bangla.sitestree.com\/?p=22629","url_meta":{"origin":26386,"position":3},"title":"Resources for Data Science Based Project Development","author":"Sayed","date":"March 16, 2021","format":false,"excerpt":"Projects mentioned on: http:\/\/sitestree.com\/prediction-bayesian-regression-concepts-example-projects\/ Insurance HealthCare Costs: https:\/\/github.com\/techshot25\/HealthCare Linear and Bayesian modeling in R: Predicting movie popularity https:\/\/towardsdatascience.com\/linear-and-bayesian-modelling-in-r-predicting-movie-popularity-6c8ef0a44184 Bayesian-Stock-Price-Prediction https:\/\/github.com\/lschlessinger1\/Bayesian-Stock-Price-Prediction Bayesian Prediction: Well (Oil) Production https:\/\/github.com\/jpgrana\/bayesian-approach-predicting-well-production Binary Classification on Stock Market (S&P 500) using Naive Bayes and Logistic Regression https:\/\/github.com\/NeilPrabhu\/Stock-Prediction Naive Bayes Weather Prediction https:\/\/github.com\/husnainfareed\/simple-naive-bayes-weather-prediction\/blob\/master\/bayes.py Regression Predict Fuel Efficiency: https:\/\/www.tensorflow.org\/tutorials\/keras\/basic_regression\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":14889,"url":"http:\/\/bangla.sitestree.com\/?p=14889","url_meta":{"origin":26386,"position":4},"title":"Prediction: Bayesian: Regression: Concepts\/Example Projects","author":"Sayed","date":"July 7, 2019","format":false,"excerpt":"Insurance HealthCare Costs: https:\/\/github.com\/techshot25\/HealthCare Linear and Bayesian modeling in R: Predicting movie popularity https:\/\/towardsdatascience.com\/linear-and-bayesian-modelling-in-r-predicting-movie-popularity-6c8ef0a44184 Bayesian-Stock-Price-Prediction https:\/\/github.com\/lschlessinger1\/Bayesian-Stock-Price-Prediction Bayesian Prediction: Well (Oil) Production https:\/\/github.com\/jpgrana\/bayesian-approach-predicting-well-production Binary Classification on Stock Market (S&P 500) using Naive Bayes and Logistic Regression https:\/\/github.com\/NeilPrabhu\/Stock-Prediction Naive Bayes Weather Prediction https:\/\/github.com\/husnainfareed\/simple-naive-bayes-weather-prediction\/blob\/master\/bayes.py Regression Predict Fuel Efficiency: https:\/\/www.tensorflow.org\/tutorials\/keras\/basic_regression Regression-Example-Predicting-House-Prices https:\/\/github.com\/andersy005\/deep-learning\/blob\/master\/keras\/04-A-Regression-Example-Predicting-House-Prices.ipynb Stock Price\u2026","rel":"","context":"In "AI ML DS RL DL NN NLP Data Mining Optimization"","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":78210,"url":"http:\/\/bangla.sitestree.com\/?p=78210","url_meta":{"origin":26386,"position":5},"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 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