{"id":1878,"date":"2019-03-16T06:31:22","date_gmt":"2019-03-16T06:31:22","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2019\/03\/16\/15-great-articles-about-bayesian-methods-and-networks\/"},"modified":"2019-03-16T06:31:22","modified_gmt":"2019-03-16T06:31:22","slug":"15-great-articles-about-bayesian-methods-and-networks","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2019\/03\/16\/15-great-articles-about-bayesian-methods-and-networks\/","title":{"rendered":"15 Great Articles about Bayesian Methods and Networks"},"content":{"rendered":"<p>Author: Vincent Granville<\/p>\n<div>\n<p><span>This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlation, Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, cross-validation, model fitting, and many more. To keep receiving these articles,\u00a0<\/span><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/check-out-our-dsc-newsletter\" target=\"_blank\" rel=\"noopener noreferrer\">sign up on DSC<\/a><span>.\u00a0<\/span><\/p>\n<p><strong>15 Great Articles about Bayesian Methods and Networks<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/an-introduction-to-bayesian-reasoning\">An Introduction to Bayesian Reasoning<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/basics-of-bayesian-decision-theory\">Basics of Bayesian Decision Theory<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/how-bayesian-inference-works\">How Bayesian Inference Works<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/new-marketing-insight-from-unsupervised-bayesian-belief-networks\">Marketing Insight from Unsupervised Bayesian Belief Networks<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/6448529:BlogPost:635167\">Bayesian Nonparametric Models<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/using-bayesian-kalman-filter-to-predict-positions-of-moving\">Using Bayesian Kalman Filter to predict positions of moving particles<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/naive-bayes-classification-explained-with-python-code\">Naive Bayes Classification explained with Python code<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/wheel-of-fortune-bayesian-inference\">Wheel Of Fortune &#8211; Bayesian Inference<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/neural-networks-from-a-bayesian-perspective\">Neural Networks from a Bayesian Perspective<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/a-curated-list-of-resources-dedicated-to-bayesian-deep-learning\">A curated list of resources dedicated to bayesian deep learning<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/a-quick-introduction-to-pymc3-and-bayesian-models\">A quick introduction to PyMC3 and Bayesian models<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/analysis-of-perishable-products-sales-using-bayesian-inference\">Analysis of Perishable Products Sales Using Bayesian Inference<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.analyticbridge.datasciencecentral.com\/profiles\/blogs\/r-and-stan-introduction-to-bayesian-modeling\">R and Stan: introduction to Bayesian modeling<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/and-monty-hall-went-bayesian\">And Monty Hall Went Bayesian&#8230;<\/a><span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/bayesian-probability\">Bayesian Probability<\/a><span>\u00a0<\/span><\/li>\n<\/ul>\n<p><span><a href=\"https:\/\/storage.ning.com\/topology\/rest\/1.0\/file\/get\/1435983827?profile=original\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" src=\"https:\/\/storage.ning.com\/topology\/rest\/1.0\/file\/get\/1435983827?profile=RESIZE_710x\" class=\"align-center\"><\/a><\/span><\/p>\n<p style=\"text-align: center;\"><em>Source for picture: <a href=\"https:\/\/www.youtube.com\/watch?v=TuGDMj43ehw\" target=\"_blank\" rel=\"noopener noreferrer\">YouTube<\/a><\/em><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>Other DSC Resources<\/strong><\/span><\/p>\n<ul>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/new-books-and-resources-for-dsc-members\">Free Book and Resources for DSC Members<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/decomposition-of-statistical-distributions-using-mixture-models-a\">New Perspectives on Statistical Distributions and Deep Learning<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/data-science-wizardry\">Deep Analytical Thinking and Data Science Wizardry<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/page\/search?q=statistical+concepts\">Statistical Concepts Explained in Simple English<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/page\/search?q=in+one+pictures\">Machine Learning Concepts Explained in One Picture<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/comprehensive-repository-of-data-science-and-ml-resources\">Comprehensive Repository of Data Science and ML Resources<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/advanced-machine-learning-with-basic-excel\">Advanced Machine Learning with Basic Excel<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/difference-between-machine-learning-data-science-ai-deep-learning\">Difference between ML, Data Science, AI, Deep Learning, and Statistics<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/my-data-science-machine-learning-and-related-articles\">Selected Business Analytics, Data Science and ML articles<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/how-to-automatically-determine-the-number-of-clusters-in-your-dat\">How to Automatically Determine the Number of Clusters in your Data<\/a><\/li>\n<li><a href=\"http:\/\/careers.analytictalent.com\/jobs\/products\">Hire a Data Scientist<\/a><span>\u00a0<\/span>|<span>\u00a0<\/span><a href=\"http:\/\/www.datasciencecentral.com\/page\/search?q=Python\">Search DSC<\/a><span>\u00a0<\/span>|<span>\u00a0<\/span><a href=\"http:\/\/www.analytictalent.com\/\">Find a Job<\/a><\/li>\n<li><a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blog\/new\">Post a Blog<\/a><span>\u00a0<\/span>|<span>\u00a0<\/span><a href=\"http:\/\/www.datasciencecentral.com\/forum\/topic\/new\">Forum Questions<\/a><\/li>\n<\/ul>\n<p><span>Follow us:\u00a0<a href=\"https:\/\/twitter.com\/DataScienceCtrl\">Twitter<\/a>\u00a0|\u00a0<a href=\"https:\/\/www.facebook.com\/DataScienceCentralCommunity\/\">Facebook<\/a><\/span><\/p>\n<\/p>\n<\/div>\n<p><a href=\"https:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:809963\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Vincent Granville This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2019\/03\/16\/15-great-articles-about-bayesian-methods-and-networks\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":467,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/1878"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=1878"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/1878\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/470"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=1878"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=1878"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=1878"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}