Ashutosh vyas
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  • Bangalore
  • India
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Short Bio:
Working in data science domain from last 4 years and has a masters in data science as major
Mphasis next labs
Job Title:
Senior data scientist l manager
Job Function:
Data Science, Machine Learning, Deep Learning, IoT
LinkedIn Profile:
Contributing, Networking, Finding a new position, New venture, Other

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Ashutosh vyas's Blog

Bayesian Machine Learning (Part 8)

Posted on April 11, 2020 at 11:00am 0 Comments

Bayesian Machine Learning (part-8)

Mean Field Approximation

Have you ever asked a question, why do we need to calculate the exact Posterior distribution ?

To understand the answer the above question, let us go to -



Bayesian Machine Learning

Posted on October 11, 2019 at 5:17am 0 Comments

Bayesian Machine Learning (part -7)

Expectation-Maximization : A solved Example

I have covered the theoretical part of EM algorithm in my previous posts. For reference below are the links:…


Bayesian Machine Learning

Posted on September 25, 2019 at 9:30am 0 Comments

Bayesian Machine Learning (part -6)

Probabilistic Clustering – Gaussian Mixture Model

Continuing our discussion on probabilistically clustering of our data, where we left out discussion on part 4 of our Bayesian inference series. As we have seen the modelling theory of…


Bayesian Machine Learning Part 5

Posted on September 7, 2019 at 11:42pm 0 Comments

Bayesian Machine Learning (part -5)

Introduction: Expectation-Maximization

In this blog we are going to see how Expectation-maximization algorithm works very closely. This blog is in strict continuation of the previous blog. Previously we saw how…


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