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