Structured programme for engineers: AI/ML, LLMs, and practical AI engineering.
Expected Competencies Post-Training
Engineers completing this accelerator will be able to:
- Design and implement robust agentic PoCs with multi-tool integrations
- Orchestrate multi-agent workflows using supervisor, swarm, and graph-based patterns
- Implement comprehensive evaluation pipelines with LLM-as-judge and automated scoring
- Build feedback loops that improve agent performance
- Build responsible AI systems with guardrails, prompt injection defense, and compliance logging
Program Structure Overview
| Week | Theme | Focus Areas |
|---|---|---|
| Week 1 | Foundations & Core Patterns | LLM fundamentals, prompting, memory/state, tool calling, first agent build |
| Week 2 | Multi-Agent & Production | Framework mastery, multi-agent patterns, evals, observability, responsible AI, capstone |
| Assignment | Assignment | Capstone Project |
Daily Commitment
- 6-8 hours of focused learning per day
- Self-paced reading → Hands-on exercises → Mini-project implementation
- Slack / Teams channel for Q&A, optional daily office hours
Week 1 — LLM Foundations & Core Agentic Patterns
| Day | Topic |
|---|---|
| Day 1 | Understanding How LLMs Work |
| Day 2 | Prompt Engineering for Agents |
| Day 3 | Memory & State Management |
| Day 4 | Tool Calling & Function Integration |
| Day 5 | Human-in-the-Loop & Interrupts |
| Days 6–7 | Build Your First Complete Agent Application (Personal Research Assistant) |
Week 2 — Multi-Agent Systems, Evaluation & Production
| Day | Topic |
|---|---|
| Day 8 | Agent Framework Landscape |
| Day 9 | Multi-Agent Architecture Patterns |
| Day 10 | Evaluation & Metrics for Agents |
| Day 11 | Observability & Production Debugging |
| Day 12 | Responsible AI & Guardrails |
| Days 13–14 | Capstone Project (Multi-Agent Customer Support System) |
Week 3 — Bootcamp for Tool Mastery & Assignments
Use the track resources (Track A, Track B, Track C) full doc. Pick one and follow its table, then complete the Phase 1 & 2 Shared Capstone.
| Appendix | Description |
|---|---|
| Appendix A: Tool & Resource Quick Reference | Tool & Resource Quick Reference |
| Appendix B: Glossary of Key Terms | Glossary of Key Terms |