Kickoff & Overview Session | IdeaWeaver AI's School

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From Software & DevOps Engineer to Generative AI Engineer – A 4-Month Hands-On Journey

Introduction

Curriculum
Kickoff & Overview Session
Community & Session Information
LangChain Introduction Session
What is LangChain
Building a ChatGPT like chatbot using LangChain and Streamlit

Hugging Face

Hugging Face: An Introduction Session
Hugging Face Libraries (Transformers and Datasets) and Spaces

Prompt and Context Engineering

Introduction to Prompt engineering
Context Engineering and Guardrails

RAG

Introduction to RAG
Building a RAG Pipeline Using AWS Bedrock, n8n, and LlamaIndex

Ollama and vLLM

Introduction to Ollama
Introduction to vLLM

Fine Tuning

Introduction to Fine Tuning

LLM Benchmarks

Journey of a Prompt
Introduction to LLM Benchmarks

MCP

Introduction to MCP

Quantization

Introduction to Quantization

AI Agents

Introduction to AI agents(n8n)
N8n projects
Introduction to CrewAI
CrewAI projects
Introduction to observability and evaluation
Building and Debugging RAG using LangChain, LlamaIndex, and LangSmith
SmolAgent
Langgraph

Building Small Language Model from Scratch

Introduction to Neural Network
Introduction to Pytorch and Building Neural Network
Intorduction to Tokenizer
Introduction to embedding and position encoding
Introduction to Transformer
Different type of attention mechanism
Building Small Language Model from Scratch - Part 1
Building Small Language Model from Scratch - Part 2

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