Machine Learning , GEN AI, LLMs explained – Medium

Machine Learning , GEN AI, LLMs explained

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Machine Learning , GEN AI, LLMs explained

Variational Auto Encoders , ELBO — mathematical Intuition

In this exercise, we derive the mathematical formulation of the varaiation auto encoder model and show the ELBO step (Evidence Lower bound…

Jan 24

Variational Auto Encoders , ELBO — mathematical Intuition

Jan 24

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Machine Learning , GEN AI, LLMs explained

Binary Cross entropy loss, derivation from Binomial Distribution and Bernoulli distribution

In this exercise we discuss about the Binomial distribution, Bernoulli distribution and the relation to the cross entropy loss in the case…

Jan 23

Binary Cross entropy loss, derivation from Binomial Distribution and Bernoulli distribution

Jan 23

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Machine Learning , GEN AI, LLMs explained

Abstractive Summarization using OPENAI GPT — 2

Here we will discuss how to use OPEN AI GPT-2 model to generate Abstractive Summaries using the hugging face library

Jun 14, 2023

Jun 14, 2023

Machine Learning , GEN AI, LLMs explained

Latent Dirichlet Allocation — Easy Intuition with Math

Oct 25, 2023

Latent Dirichlet Allocation — Easy Intuition with Math

Oct 25, 2023

Machine Learning , GEN AI, LLMs explained

Variational Inference — Easy Intuition with Math

Here x is an observed variable and z is a latent variable . When we wish to compute p(z/x)

Oct 18, 2023

Variational Inference — Easy Intuition with Math

Oct 18, 2023

Machine Learning , GEN AI, LLMs explained

Latent Dirichlet Allocation — Explained

Here I will explain the important aspects discussed in the LDA paper from David M. Blei, Andrew Y. Ng, Michael I. Jordan

Oct 2, 2023

Latent Dirichlet Allocation — Explained

Oct 2, 2023

Machine Learning , GEN AI, LLMs explained

Bias and Variance in machine learning

In Machine learning we aim to learn complex patterns in data.

Sep 22, 2023

Bias and Variance in machine learning

Sep 22, 2023

Machine Learning , GEN AI, LLMs explained

Machine Learning , GEN AI, LLMs explained

B.Tech in Computer Science and Masters in Machine Learning, IIIT Hyderabad. 4+ yoe. LinkedIn: https://www.linkedin.com/in/vamshi-krishna-srirangam-4307b5110/

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