AI/ML for Interview
12 sessions covering how LLMs actually work, prompt engineering, RAG, agentic systems, and production AI design — the same foundations that underpin every project in our learning paths.
Sessions 1–3 are fully free to read. Later sessions unlock the quiz and project once you're subscribed — no billing, just an email.
- 1. How LLMs Actually Work
- 2. Prompt Engineering & the LLM API Surface
- 3. Embeddings & RAG
- 4. Context & Memory Management
- 5. Tool Use & Single-Agent Loops
- 6. Multi-Agent Systems & Role-Play
- 7. Guardrails, Evals & Observability for Agentic Systems
- 8. Model Selection & Fine-Tuning Trade-offs
- 9. Production AI System Design
- 10. AI Security & Responsible AI
- 11. Capstone Build
- 12. Mock Interview & Portfolio Narrative