Courses

Choose a goal. Follow a clear path.

You do not need to understand the whole knowledge map first. Pick what you want to accomplish, learn in order, and enter real practice when it matters.

Understand AI

Build durable mental models for how AI behaves, where it fails, and what software or humans must still guarantee.

01AI FoundationsBuild a durable mental map of how modern AI models behave, fail and are governed.3 sections·1 interactive practicesView course 02Model EngineeringUnderstand when adaptation or serving work belongs below the application layer.3 sections·1 interactive practicesView course

Build AI

Engineer AI-native software, knowledge systems, Agents, evaluation and production reliability.

01Vibe Coding & Agentic Software EngineeringTurn AI coding from ad-hoc generation into a controlled engineering workflow.3 sections·1 interactive practicesView course 02LLM Application EngineeringBuild reliable model-backed product behavior beyond a chat demo.3 sections·1 interactive practicesView course 03RAG & Knowledge SystemsBuild evidence systems that retrieve, remember and update the right knowledge.3 sections·1 interactive practicesView course 04Agent EngineeringBuild bounded systems that act, observe, verify and recover.3 sections·3 interactive practicesView course 05Multi-Agent & OrchestrationUse graphs, delegation and parallelism only when decomposition earns its coordination cost.3 sections·1 interactive practicesView course 06Production AI ReliabilityMake AI systems observable, recoverable, secure and releaseable.4 sections·2 interactive practicesView course

Use AI

Apply AI to real outcomes such as writing, research, knowledge work and business workflows.

01Write a Book with AIUse AI across research, outlining, drafting, fact-checking and editorial consistency.3 sections·1 interactive practicesView course 02Build an AI Knowledge BaseCreate a living knowledge system instead of a static document dump.3 sections·2 interactive practicesView course 03Research with AIMove from a question to an evidence-backed synthesis without outsourcing judgment.3 sections·1 interactive practicesView course 04Data Analysis with AIUse AI to extract, structure and analyze data while keeping calculations verifiable.3 sections·1 interactive practicesView course 05Create a Course or Knowledge Product with AIUse AI to design learning objectives, curriculum, media and publishable knowledge assets.3 sections·1 interactive practicesView course 06Run a Solo Business with AIUse AI across customer research, content, automation and support without losing operational control.3 sections·1 interactive practicesView course 07AI Customer SupportProgress from support copilot to bounded support automation with knowledge and escalation.3 sections·1 interactive practicesView course

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