Generative AI Launchpad Course

Week 1 - Module 1 : Foundations

• Introduction to AI

• Supervised vs Unsupervised ML

• What are Neural Networks?

• Natural Language Processing vs Generative AI

• What is meant by Attention Mechanism?

• Understanding the Gen AI ecosystem

• Introduction to Python

• Working with Langchain

• Prompt Engineering

• Different Types of Instructions

• Code Walkthroughs

• Quiz

• Assignment

Week 2 - Module 2 : RAG (Retrieval Augmented Generation)

• Introduction to RAG

• Ingestion process of RAG

• Retrieval process of RAG

• Understanding Cosine Similarity

• Choosing the right Vector DB

• Code Walkthroughs

• Quiz

• Assignment

Week 3 - Module 3 : AI Agents

• Introduction to AI Agents

• Different types of Agentic Workflows

• Building an agentic workflow using OpenAI Agent Builder

• Building agentic workflow using n8n

• Introduction to ReAct Agents

• Building apps using Crew AI

• What are Human-In-The-Loop workflows

• Introduction to Model Context Protocol (MCP)

• Code Walkthroughs

• Quiz

• Assignment

Week 4 - Module 4 : Multi-modal AI

• Introduction to multi-modal AI

• Working with Text-To-Speech (TTS) models

• Working with Speech-To-Text models

• Exploring Wispr Flow for audio to text conversion

• Working with Text-To-Image models

• Exploring HeyGen for video generation

• Exploring Suno platform for song generation

• Code Walkthroughs

• Quiz

• Assignment

Week 5 - Module 5 : Creating & Deploying AI Apps

• What are Prompt Templates?

• Hosting an application on GitHub and Streamlit

• Working with Cursor IDE

• Creating an app using MCP

• Connecting our app to Supabase DB

• Vibe coding with Claude

• Creating and deploying app using Vercel V0

• Code Walkthroughs

• Quiz

• Assignment

Week 6 - Module 6 : Advanced AI Concepts

• Different model customization techniques

• Fine-tuning an LLM

• What are GANs?

• What are Variational Autoencoders (VAEs)?

• What is Diffusion?

• What is meant by Reinforcement Learning?

• Working with local LLMs using Ollama

• Code Walkthroughs

• Quiz

• Assignment

Week 7 - Capstone Project

• Pick any problem statement and build an AI app around it

• Project Review

• Certificate

Week 8 - Bonus Module

• Exploring HuggingFace

• Exploring NotebookLM

• Exploring Kimi

• Exploring Chronicle

• Exploring ResumeWorded

• Interview Guidance

Course Curriculum