http:\/\/sitestree.com\/training\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"Portfolio Optimization with Linear and Fixed Costs Report: https:\/\/github.com\/chsasank\/CVX\/blob\/master\/Report\/report.pdf Project: https:\/\/github.com\/chsasank\/CVX Trajectory Optimization https:\/\/github.com\/zi-w\/6.832-project CourseSchedulingOptimization https:\/\/github.com\/BenKang34\/CourseSchedulingOptimization Local search and optimization algorithms in AI https:\/\/github.com\/aliarjomandbigdeli\/local-search-and-optimization CS524-Group-Assignment-Optimization https:\/\/github.com\/xiaohk\/CS524-Group-Assignment-Optimization TOP – Timetable Optimisation Project https:\/\/people.orie.cornell.edu\/mru8\/orie6326\/project.html Website Performance Optimization portfolio project https:\/\/github.com\/baker-natalie\/optimization-project Target Tracking Projects on Github https:\/\/github.com\/topics\/target-tracking Tracking Multiple People in a Multi-Camera Environment https:\/\/www.epfl.ch\/labs\/cvlab\/research\/research-surv\/research-body-surv-index-php Appendix: Optimization Course: … <\/p>\n
Continue reading<\/a><\/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-16937","post","type-post","status-publish","format-standard","hentry","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":14889,"url":"http:\/\/bangla.sitestree.com\/?p=14889","url_meta":{"origin":16937,"position":0},"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":14757,"url":"http:\/\/bangla.sitestree.com\/?p=14757","url_meta":{"origin":16937,"position":1},"title":"Want to become a self-driving car engineer: “12 PROJECTS THAT HELP YOU BECOME SELF-DRIVING CAR ENGINEER (PYTHON and C++ CODE AVAILABLE)”","author":"Sayed","date":"May 7, 2019","format":false,"excerpt":"Want to become a self-driving car engineer: \"12 PROJECTS THAT HELP YOU BECOME SELF-DRIVING CAR ENGINEER (PYTHON and C++ CODE AVAILABLE)\" Project 1 - Finding Lane Lines on the Road https:\/\/github.com\/ndrplz\/self-driving-car\/tree\/master\/project_1_lane_finding_basic Project 2 - Traffic Sign Classification https:\/\/github.com\/ndrplz\/self-driving-car\/tree\/master\/project_2_traffic_sign_classifier Project 3 - Behavioral Cloning https:\/\/github.com\/ndrplz\/self-driving-car\/tree\/master\/project_3_behavioral_cloning Project 4 - Advanced Lane Finding\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":24973,"url":"http:\/\/bangla.sitestree.com\/?p=24973","url_meta":{"origin":16937,"position":2},"title":"Want to become a self-driving car engineer: “12 PROJECTS THAT HELP YOU BECOME SELF-DRIVING CAR ENGINEER (PYTHON and C++ CODE AVAILABLE)” #Root","author":"Author-Check- Article-or-Video","date":"April 14, 2021","format":false,"excerpt":"Want to become a self-driving car engineer: \"12 PROJECTS THAT HELP YOU BECOME SELF-DRIVING CAR ENGINEER (PYTHON and C++ CODE AVAILABLE)\" Project 1 - Finding Lane Lines on the Road https:\/\/github.com\/ndrplz\/self-driving-car\/tree\/master\/project_1_lane_finding_basic Project 2 - Traffic Sign Classification https:\/\/github.com\/ndrplz\/self-driving-car\/tree\/master\/project_2_traffic_sign_classifier Project 3 - Behavioral Cloning https:\/\/github.com\/ndrplz\/self-driving-car\/tree\/master\/project_3_behavioral_cloning Project 4 - Advanced Lane Finding\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":22629,"url":"http:\/\/bangla.sitestree.com\/?p=22629","url_meta":{"origin":16937,"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":14825,"url":"http:\/\/bangla.sitestree.com\/?p=14825","url_meta":{"origin":16937,"position":4},"title":"Machine Learning: Apply PCA on Datasets and Related","author":"Sayed","date":"June 22, 2019","format":false,"excerpt":"FactorAnalyzer https:\/\/github.com\/EducationalTestingService\/factor_analyzer --- sruti-jain\/Marketing-Analysis-for-Hotel-Chain-website https:\/\/github.com\/sruti-jain\/Marketing-Analysis-for-Hotel-Chain-website --- Understanding PCA (Principal Component Analysis) with Python https:\/\/towardsdatascience.com\/dive-into-pca-principal-component-analysis-with-python-43ded13ead21 The code for the most part will work though it used an earlier version of Python You will need module: StandardScaler Otherwise you might find the code below to be useful: [# ref: https:\/\/python-for-multivariate-analysis.readthedocs.io\/a_little_book_of_python_for_multivariate_analysis.html] import sklearn\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":14840,"url":"http:\/\/bangla.sitestree.com\/?p=14840","url_meta":{"origin":16937,"position":5},"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 "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":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16937","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=16937"}],"version-history":[{"count":0,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16937\/revisions"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16937"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16937"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16937"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}