15 Great Articles about Bayesian Methods and Networks

15 Great Articles about Bayesian Methods and Networks

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, sign up on DSC. 
15 Great Articles about Bayesian Methods and Networks

An Introduction to Bayesian Reasoning 
Basics of Bayesian Decision Theory 
How Bayesian Inference Works 
Marketing Insight from Unsupervised Bayesian Belief Networks 
Bayesian Nonparametric Models 
Using Bayesian Kalman Filter to predict positions of moving particles 
Naive Bayes Classification explained with Python code 
Wheel Of Fortune – Bayesian Inference 
Neural Networks from a Bayesian Perspective 
A curated list of resources dedicated to bayesian deep learning 
A quick introduction to PyMC3 and Bayesian models 
Analysis of Perishable Products Sales Using Bayesian Inference 
R and Stan: introduction to Bayesian modeling 
And Monty Hall Went Bayesian… 
Bayesian Probability 

Source for picture: YouTube
Other DSC Resources

Free Book and Resources for DSC Members
New Perspectives on Statistical Distributions and Deep Learning
Deep Analytical Thinking and Data Science Wizardry
Statistical Concepts Explained in Simple English
Machine Learning Concepts Explained in One Picture
Comprehensive Repository of Data Science and ML Resources
Advanced Machine Learning with Basic Excel
Difference between ML, Data Science, AI, Deep Learning, and Statistics
Selected Business Analytics, Data Science and ML articles
How to Automatically Determine the Number of Clusters in your Data
Hire a Data Scientist | Search DSC | Find a Job
Post a Blog | Forum Questions

Follow us: Twitter | Facebook

Link: 15 Great Articles about Bayesian Methods and Networks