AI capabilities and limitations
AI foundations and direction
About 12 min · Includes a practice taskLearn
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36 units · 9 stages · Methods and hands-on practice
Common tools and work scenarios
AI foundations and direction
About 15 min · Includes a practice taskLearn
Using AI versus building AI applications
AI foundations and direction
About 18 min · Includes a practice taskLearn
Define goals and acceptance criteria
Prompting and context
About 12 min · Includes a practice taskLearn
Identify unsupported answers
Verification and reliability
About 12 min · Includes a practice taskLearn
Sensitive material and usage boundaries
Verification and reliability
About 18 min · Includes a practice taskLearn
Evaluate quality, time, and cost
Verification and reliability
About 21 min · Includes a practice taskLearn
Turn requirements into acceptance checks
AI-assisted development
About 12 min · Includes a practice taskLearn
Version control and change review
AI-assisted development
About 21 min · Includes a practice taskLearn
Implement streaming interactions
LLM application foundations
About 15 min · Includes a practice taskLearn
Structured output and validation
LLM application foundations
About 18 min · Includes a practice taskLearn
Errors, usage, and cost control
LLM application foundations
About 21 min · Includes a practice taskLearn
Evaluate retrieval and answer quality
RAG project practice
About 18 min · Includes a practice taskLearn
Failures, retries, and human handoff
Agents and workflows
About 18 min · Includes a practice taskLearn
Deployment and configuration
System delivery and operations
About 15 min · Includes a practice taskLearn
Performance, monitoring, and cost
System delivery and operations
About 18 min · Includes a practice taskLearn
Updates, operations, and delivery documentation
System delivery and operations
About 21 min · Includes a practice taskLearn
Organize project evidence and resume claims
Career and project communication
About 12 min · Includes a practice taskLearn
Analyze gaps against a target role
Career and project communication
About 15 min · Includes a practice taskLearn
Project discussion and incident interviews
Career and project communication
About 18 min · Includes a practice taskLearn
Prepare for independent skills assessment
Career and project communication
About 21 min · Includes a practice taskLearn
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L3 · Application development6 stages
Build your first RAG application
From documents to evidence-based answers. Keep process records and verifiable outcomes.
View tasks and acceptance criteriaL2 · Collaborative development4 stages
Build trust in AI-generated code
From working code to verified delivery. Keep process records and verifiable outcomes.
View tasks and acceptance criteriaL4 · Workflow6 stages
Build an AI workflow that keeps running
From one task to a reliable system. Keep process records and verifiable outcomes.
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AI learning topics
Find courses, projects, and troubleshooting guides from AI foundations to application development.