Feb. 2, 2022, 7:48 p.m. | Avishek Nag

Towards Data Science - Medium towardsdatascience.com

PROBABILITY, BAYESIAN STATISTICS

Evaluate & Compare models with Bayesian metrics, determine right parameters with an introduction to Bayesian Modelling approach

Photo by Naser Tamimi on Unsplash

How does the Bayesian approach differ from others ? It is based on beliefs. Beliefs about the the system we are interested in. In this article, we will explore about how to utilize this concept in model building and measuring its performance.

Pre-condition about Bayesian Model Comparison

A Machine Learning or statistical model goes …

bayesian bayesian-statistics evaluation machine learning model-evaluation probability statistics

Data Architect

@ University of Texas at Austin | Austin, TX

Data ETL Engineer

@ University of Texas at Austin | Austin, TX

Lead GNSS Data Scientist

@ Lurra Systems | Melbourne

Senior Machine Learning Engineer (MLOps)

@ Promaton | Remote, Europe

Alternant Data Engineering

@ Aspire Software | Angers, FR

Senior Software Engineer, Generative AI

@ Google | Dublin, Ireland