A complete arc from API basics to enterprise architecture. Every module has real code, case studies, and AI-reviewed exercises. See the full syllabus snapshot →
MOD. 01Beginner
Foundations & Architecture
Claude API vs. UI · Tokens · First API call · Error handling
MOD. 02Intermediate
Prompt Engineering for Production
Chain-of-thought · Few-shot · Testing · A/B versioning
MOD. 03Intermediate
API Optimisation & Scaling
Cost modelling · Batching · Streaming · Model routing · Monitoring
MOD. 04Advanced
Building Autonomous Agents
Tool calling · Agentic loops · Multi-tool reasoning · Safety
MOD. 05Advanced
Knowledge Systems & RAG
Embeddings · Vector DBs · Complete RAG pipeline · Multi-hop
MOD. 06Advanced
Fine-Tuning & Model Adaptation
Dataset prep · Training process · Evaluation · ROI calculator
MOD. 07Advanced
Vision & Multimodal Systems
Image processing · Document extraction · Visual pipelines
MOD. 08Advanced
Voice & Streaming Interfaces
Voice I/O · SSE streaming · Conversational state · Real-time
MOD. 09Advanced
Web Applications & Deployment
Express/Flask · Auth · Rate limiting · CI/CD · Production
MOD. 10Advanced
Content Pipelines & Automation
Automated generation · Claude-as-judge · Approval workflows
MOD. 11Advanced
Industry Applications
Healthcare compliance · Legal analysis · Financial advisory
MOD. 12Expert
Advanced Techniques & Future
Prompt caching · Extended thinking · Enterprise architecture