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Module 1: Foundations
Introduction to Artificial Intelligence
Supervised & Unsupervised Learning
Understanding Neural Networks
Natural Language Processing vs Generative AI
Attention Mechanism
Generative AI Ecosystem
Basics Of Python
Working With Langchain
Prompt Engineering
Different Types Of Instructions
Module 1 Quiz
Module 1 Assignment
Google Colab Notebook - Python Basics
Google Colab Notebook - Langchain
Google Colab Notebook - Prompt Engineering
Module 2: Retrieval Augmented Generation (RAG)
Introduction to RAG
Step 1: The Ingestion Process of RAG
Step 2: The Retrieval Process of RAG
Cosine Similarity: How AI Finds Information
Choosing The Right Vector Store
Module 2 Quiz
Module 2 Assignment
Google Colab Notebook - RAG
Module 3: AI Agents
Introduction To AI Agents
Agentic Workflows
Working With Open AI Agent Builder
Working With n8n Platform
Introduction To ReAct Agents
Implementing ReAct Agents Using CrewAI
Understanding Human-In-The-Loop
Introduction to Model Context Protocol (MCP)
Module 3 Quiz
Module 3 Assignment
Google Colab Notebook - Open AI Agent Builder
Google Colab Notebook - n8n
Google Colab Notebook - CrewAI
Google Colab Notebook - Human In The Loop
Module 4: Multimodal AI
Introduction To Multi-modal AI
Working With Text-To-Speech Models Using ElevenLabs
Working With Speech-To-Text Models Using ElevenLabs
Exploring WisprFlow
Working With Image Generation Models
Video Generation Using HeyGen
Exploring Suno For Music Generation
Module 4 Quiz
Module 4 Assignment
Google Colab Notebook - Multimodal AI
Module 5: Create & Deploy AI Apps
Working With Prompt Templates
Create & Deploy Your First App On Streamlit
AI Code Generation Using Cursor
Integrating Your App With MCP
Integrating Your App With Supabase
Vibe Coding Using Claude
End-To-End App Creation & Deployment Using Vercel V0
Module 5 Quiz
Module 5 Assignment
Google Colab Notebook - Prompt Template
Prompt Template Based App - iPhone Comparison
RAG Based App - PDF Chatbot
Streamlit App - LinkedIn Post Generator
Vibe Coded App Using Cursor - Resume Generator
Multimodal App - YouTube Resource Generator
AI Agents & MCP Based App - News Generator
Supabase (DB) Connect App - News Generator
Web Scraper App - Travel Itinerary Generator
Vercel Based App - Haiku Generator
Module 6: Advanced AI Concepts
Different Model Customization Techniques
Fine Tuning An LLM
Understanding GANs
Understanding Variational Autoencoders (VAEs)
Understanding Diffusion
Understanding Reinforcement Learning
Working With Local LLMs Using Ollama
Module 6 Quiz
Module 6 Assignment
Fine Tuning An LLM - AI Tutor
Capstone Project
Submit Project Details Here
Bonus: Interview Guidance & Tools Exploration
Interview Guidance
Create Your AI Apps Portfolio Using Lovable
Create Strong Resume Using ResumeWorded
Understand Anything Using NotebookLM
Create Presentations in Minutes Using Gamma
Interview Guidance - PDF