1 -What is Generative AI (Gen AI)

2 -More on Gen AI

3 -How Does Gen AI Work

4 -Gen AI Models

5 -What are GPTs

6 -Interplays Between Gen-AI and LLMs

7 -Introduction to Open API

8 -Other Large Language Models (LLMs)

9 -Start With Hugging Face

10 -Access and Use Other LLMs Via Hugging Face

11 -Access Mistral LLM With Hugging Face

12 -LLMs via GCP

1 -LLM Workflow

2 -Summarisation Overview

3 -Working of Langchain

4 -QAs With Langchain

5 -Introduction to Llama For Asking Questions

6 -Prompt

7 -More on Prompting

1 -LLMOps Theory

2 -Introduction to Fine Tuning Concepts

3 -Quantization

4 -QLoRA-Prepare Your Data

5 -QLoRA-Tokenization

6 -QLoRA Quantization

7 -SGD Theory

8 -SGD Implementation For LLM Optimisation

9 -What is Soft Prompting

10 -Setting Up Soft-Prompting Analysis

11 -Implement Soft-Prompting

1 -Pitfalls of LLMs Hallucinations

2 -RAG Theory

3 -RAG Intro

4 -RAG x

5 -Prepare External Text Data For Use in PDFs