Phase 01 · 6 modules
Foundations
Build the engineering base
- 01Python & AI Development Environment SetupPython projects, virtual environments, Git, secret management, and asynchronous LLM calls.
- 02Building AI Apps with FastAPI, Streamlit & GradioAPIs, streaming chat interfaces, file pipelines, and shareable AI demos.
- 03LLM Fundamentals, Context & Prompt EngineeringTokens, context windows, structured outputs, and function calling.
- 04Embeddings, Vector Databases & Semantic SearchVector indexes, chunking, and hybrid semantic + keyword retrieval.
- 05AI-Assisted (Vibe) Coding for DevelopersResponsible AI coding across planning, implementation, and review.
- 06No-Code Workflow AutomationTriggers, webhooks, agent APIs, and visual automations.