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Ashutosh vyas's Blog (4)

Bayesian Machine Learning

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…

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Added by Ashutosh vyas on August 16, 2019 at 8:34am — No Comments

Bayesian Machine Learning

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:…

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Added by Ashutosh vyas on July 13, 2019 at 3:28am — No Comments

Bayesian Machine Learning

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…

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Added by Ashutosh vyas on June 29, 2019 at 7:53am — 1 Comment

Bayesian Machine Learning

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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Added by Ashutosh vyas on June 20, 2019 at 10:30pm — No Comments

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