> ## Documentation Index
> Fetch the complete documentation index at: https://notes.kodekloud.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Course: Generative AI in Practice: Advanced Insights and Operations

> This lesson explores artificial intelligence, focusing on large language models, generative AI, and the evolution of computing paradigms leading to self-supervised learning.

Notes for the **Generative AI in Practice: Advanced Insights and Operations** course: 27 lessons across 7 sections.

## Evolution of AI Models

* [Story of Artificial Intelligence](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Evolution-of-AI-Models/Story-of-Artificial-Intelligence/page.md)
* [Neural Networks](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Evolution-of-AI-Models/Neural-Networks/page.md)
* [Transformers](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Evolution-of-AI-Models/Transformers/page.md)
* [Training Model Fine Tuning](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Evolution-of-AI-Models/Training-Model-Fine-Tuning/page.md)
* [Multimodality Responsible AI](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Evolution-of-AI-Models/Multimodality-Responsible-AI/page.md)

## Retrieval-Augmented Generation (RAG)

* [Introduction to RAG](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Retrieval-Augmented-Generation-RAG/Introduction-to-RAG/page.md)
* [Vector Search](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Retrieval-Augmented-Generation-RAG/Vector-Search/page.md)
* [Naive RAG](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Retrieval-Augmented-Generation-RAG/Naive-RAG/page.md)
* [Advanced Agentic RAG](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Retrieval-Augmented-Generation-RAG/Advanced-Agentic-RAG/page.md)
* [Graph RAG](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Retrieval-Augmented-Generation-RAG/Graph-RAG/page.md)
* [Demo RAG Application](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Retrieval-Augmented-Generation-RAG/Demo-RAG-Application/page.md)

## AI Application(LLM) on Azure

* [AI ApplicationLLM on Azure Part 1](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/AI-ApplicationLLM-on-Azure/AI-ApplicationLLM-on-Azure-Part-1/page.md)
* [AI ApplicationLLM on Azure Part 2](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/AI-ApplicationLLM-on-Azure/AI-ApplicationLLM-on-Azure-Part-2/page.md)

## Large Language Models(LLM)

* [Introduction to LLMs and its Types](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Large-Language-ModelsLLM/Introduction-to-LLMs-and-its-Types/page.md)
* [Introduction to Transformer Architecture](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Large-Language-ModelsLLM/Introduction-to-Transformer-Architecture/page.md)
* [Tokens and Tokenization](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Large-Language-ModelsLLM/Tokens-and-Tokenization/page.md)

## Prompting Techniques in LLM

* [Zero Shot Prompting](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Prompting-Techniques-in-LLM/Zero-Shot-Prompting/page.md)
* [Few Shot Prompting](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Prompting-Techniques-in-LLM/Few-Shot-Prompting/page.md)
* [Chain of Thought Prompting](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Prompting-Techniques-in-LLM/Chain-of-Thought-Prompting/page.md)
* [Adversarial Prompting](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Prompting-Techniques-in-LLM/Adversarial-Prompting/page.md)
* [Inference Parameters](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Prompting-Techniques-in-LLM/Inference-Parameters/page.md)
* [Demo Prompting and Parameters](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Prompting-Techniques-in-LLM/Demo-Prompting-and-Parameters/page.md)
* [Small vs Large Language Models](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Prompting-Techniques-in-LLM/Small-vs-Large-Language-Models/page.md)

## Application and Assessment of LLMs

* [Application of LLMs](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Application-and-Assessment-of-LLMs/Application-of-LLMs/page.md)
* [Assessing LLM Performance](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Application-and-Assessment-of-LLMs/Assessing-LLM-Performance/page.md)
* [Model Interpretability](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Application-and-Assessment-of-LLMs/Model-Interpretability/page.md)

## Course Introduction

* [Introduction](/docs/Generative-AI-in-Practice-Advanced-Insights-and-Operations/Course-Introduction/Introduction/page.md)


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