Bayesian Statistics Archives - Amir Masoud Sefidian

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Amir Masoud Sefidian

2022-11-16

Repository for implementation of statistics concepts for Data Science in Python

3 mins read The field of statistics is becoming increasingly important in the world of data science and machine learning. I have recently […]

2022-03-11

A tutorial on Bayesian Statistics and Bayesian Machine Learning basics with Python Code

31 mins read Introduction Conditional probability and Bayes’ theorem are fundamental ideas in statistics that even laymen have heard of. Bayes’ theorem also […]

2021-03-12

Bayesian Linear Regression using PyMC3

8 mins read Introduction In statistics, Bayesian linear regression is an approach to linear regression in which the statistical analysis is undertaken within […]