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Posted on August 16, 2019 at 8:34am 0 Comments 0 Likes
Bayesian Machine Learning (part - 4)
Introduction
In the previous post we have learnt about the importance of Latent Variables in Bayesian modelling. Now starting from…
ContinuePosted on July 13, 2019 at 3:28am 0 Comments 0 Likes
Bayesian Machine Learning (part - 3)
Bayesian Modelling
In this post we will see the methodology of building Bayesian models. In my previous post I used a Bayesian model for linear regression. The model looks like:…
ContinuePosted on June 29, 2019 at 7:53am 1 Comment 1 Like
Bayesian Machine Learning (part - 2)
Bayesian Way Of Linear Regression
Now that we have an understanding of Baye’s Rule, we will move ahead and try to use it to analyze linear regression models. To start with let us first define linear regression model…
ContinuePosted on June 20, 2019 at 10:30pm 0 Comments 1 Like
Bayesian Machine Learning (part - 1)
Introduction
As a data scientist, I am curious about knowing different analytical processes from a probabilistic point of view. There are two most popular ways…
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