AI Engineering · 100-level

AI Consequences & War-Room

AIE-1201 creditscorebadge: responsible-builderno prerequisites
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What's inside

Sections & lessons

01

The six incident categories

  • A map of how AI systems actually fail in productionconcept45 min
02

Case studies: it looked fine at the time

  • Reading the reassuring signal a real team saw before it brokeconcept60 min
03

Lab + eval-gate: war-room simulation

  • Make the calls that matter under a clock (Responsible Builder badge)concept120 min
AI Engineering

Next in this path

Where this specialization goes from here — in (level, code) order.

  • AIE-130

    Model Landscape & Jargon

    1 creditselectivebadge: model-literate
    Start
  • AIE-201

    AI-Assisted Coding

    3 creditscorebadge: builder
    Start
  • AIE-202

    RAG Foundations

    3 creditscorebadge: rag-i
    Start
  • AIE-203

    RAG Quality & Retrieval Evals

    2 creditselectivebadge: rag-ii
    Start
  • AIE-204

    Structured Outputs & Function Calling

    2 creditselectivebadge: structurer
    Start
  • AIE-205

    Automation & Workflows

    2 creditselectivebadge: automator
    Start
  • AIE-301

    Agent Foundations

    3 creditscorebadge: agent-i
    Start
  • AIE-302

    Multi-Agent Orchestration & HITL

    2 creditselectivebadge: agent-ii
    Start
Vocabulary

Key concepts in this course

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