Lecture Notes || SNS Courseware

Subject Details

Dept : IT

Sem : 6

Regul : 2023

Faculty : Mr.H.Rajesh

phone : 7760432921

E-mail : rajesh.h.mca@snsct.org

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Lecture Notes

UNIT 1:

Core Architecture: GANs and Working Principle

Variational Autoencoders (VAEs) - Transformer Architecture Overview

LLM Architecture: Embeddings, Tokenization, Attention Mechanisms

History and Evolution of Generative AI

Foundations of Generative AI Paradigms - Probability Theory for Generative Models

Bayesian Inference Concepts - Neural Network Foundations

07

Jan

History and Evolution of Generative AI

07

Jan

Foundations of Generative AI Paradigms - Probability Theory for Generative Model...

07

Jan

Bayesian Inference Concepts - Neural Network Foundations

05

Jan

Core Architecture: GANs and Working Principle

05

Jan

Variational Autoencoders (VAEs) - Transformer Architecture Overview

05

Jan

LLM Architecture: Embeddings, Tokenization, Attention Mechanisms