0. topics

Basics

topics subtopics status
Working of .md (Markdown) Usecase of .md in ai systems
AI, ML,LLM working, Graph
Agentic AI concept
Rag concept, Notebooklm working
Embeddigns concept
Tokens concept
Context Window
Hallucinations
Prompting Concept, Types(Role,zeroshot,fewshot,rolebased
Chain-of-thought), Meta Prompting
Prompt Templates reusing prompts

Phase 3 - Generative AI systems

topics subtopics status
Marketing AI Pomeli- Brand DNA, Poster making, Photoshoot
Presentations with AI tool - gamma.app

Phase 4 - Knowledge Systems

topics subtopics status
API What is an API, How
RAG working, usecase, Tools- NotebookLM,
document intelligence
IDE AI Ide / Agents (Claude code, kiro, Antigravity, )

Phase 5 - Agentic AI Systems

topics Subtopics status
Ai Agents Memory
orchestrator workflow, task distribution
Crew AI Basic Agent Workflow
Simple Agent

Phase 6 and 7 : Automation and projects

Topics Subtopics status
OpenClaw Install
OpenClaw
Setup
usecase connecting it with whatsapp,
How .md files are used here
Claude connectors
Business Usecase
Ai + tools integration
Business usecase and automation
Apify Connect AI to

Projects

1 Making a Basic Website using cursor IDE via agents
2 Train Booking system
3 Instagram profile analytics using Apify
4 Build our own document intelligence, RAG
5 Build our own agentic AI

Practicals for students

  1. install setup obsidian and website
  2. Make a prompt template .md file in gpt and use in claude
  3. Image Generation using gemini
  4. pomelli for marketing
  5. Make PPT using gamma.app
  6. Make First basic portfiolio website using Cursor/kiro/codex/antigravity any one
  7. Deploy that website to netlify
  8. Make a small automation in CrewAI - daily quote generate or read emails and give summary of important emails by connecting connector to crew ai
  9. NotebookLM - upload all notes on notebooklm and generate video,ppt,podcast
  10. Train booking system - cursor building logic of booking a train seat
  11. Whatsapp analytics website where user uploads whatsapp export and it gives analytics
  12. Instagram/linkedin analytics using apify