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AI for Engineers2AI for Product Managers2AI for Leaders0AI for Designers0AI for Marketers0AI for Data & Analysts2AI for Founders1
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Prompt Engineering3Agentic AI2Claude Code0Context & RAG3AI Evals2MCP & Integrations0Responsible AI2Workflows3
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Matching courses
foundationalAI Literacy
LLM Guardrails, Evals and Agentic MemoryLearn to take LLM applications from prototype to production.
intermediateAI Literacy
Evaluating LLM Output QualityHow to tell whether an LLM feature is actually working.
Matching modules
24 modules- Module 3Failure-Resilient Agent Loopsin Building Your First Production Agent · 4 lessonsai-for-engineersagentic-aiai-evalsworkflowsquickintermediate
- Module 6Evaluation for Task Completionin Building Your First Production Agent · 3 lessonsai-for-engineersai-for-data-analystsagentic-aiai-evalsquickintermediate
- Module 1Start Herein Building an Eval Harness · 1 lessonai-for-data-analystsai-evalsstandardintermediate
- Module 2Foundations of Eval Harnessesin Building an Eval Harness · 4 lessonsai-for-data-analystsai-evalsstandardintermediate
- Module 3Building the Test Datasetin Building an Eval Harness · 3 lessonsai-for-data-analystsai-evalsstandardintermediate
- Module 4Writing Graders and Scoring Rubricsin Building an Eval Harness · 4 lessonsai-for-data-analystsai-evalsstandardintermediate
- Module 5Thresholds, Regressions, and Comparisonsin Building an Eval Harness · 4 lessonsai-for-data-analystsai-evalsstandardintermediate
- Module 6Diagnosing Failures and Operationalizing the Harnessin Building an Eval Harness · 6 lessonsai-for-data-analystsai-evalsstandardintermediate
- Module 1Why LLM Outputs Break: Understanding Prompt Driftin Evaluating LLM Output Quality · 3 lessonsai-for-engineersai-for-product-managersai-for-data-analystsprompt-engineeringai-evalsquickfoundational
- Module 2Structured Output as a Contractin Evaluating LLM Output Quality · 3 lessonsai-for-engineersai-for-data-analystsprompt-engineeringai-evalsquickfoundational
- Module 3Corrective Retries: Recovering from Validation Failuresin Evaluating LLM Output Quality · 3 lessonsai-for-engineersai-for-data-analystsprompt-engineeringai-evalsworkflowsquickintermediate
- Module 4Measuring What Matters: Evaluation Metricsin Evaluating LLM Output Quality · 4 lessonsai-for-engineersai-for-product-managersai-for-data-analystsprompt-engineeringai-evalsquickintermediate
- Module 5Putting It Together: A Production-Ready Evaluation Pipelinein Evaluating LLM Output Quality · 3 lessonsai-for-engineersai-for-product-managersai-for-data-analystsprompt-engineeringai-evalsworkflowsquickadvanced
- Module 1Start Herein How to Tell If Your AI Is Any Good · 1 lessonai-for-leadersai-evalsquickfoundational
- Module 2Reading the Benchmark Landscapein How to Tell If Your AI Is Any Good · 3 lessonsai-for-leadersai-evalsquickfoundational
- Module 3From Score to Production Signalin How to Tell If Your AI Is Any Good · 3 lessonsai-for-leadersai-evalsquickfoundational
- Module 4Interrogating the Vendorin How to Tell If Your AI Is Any Good · 4 lessonsai-for-leadersai-evalsquickfoundational
- Module 2LLM Evaluation (Evals): Building Rigorous Testing Pipelinesin LLM Guardrails, Evals and Agentic Memory · 4 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
- Module 1Start Herein LLM-as-Judge Lab: Calibration and Drift · 1 lessonai-for-data-analystsai-evalsworkshopadvanced
- Module 2Designing and Implementing an LLM Judgein LLM-as-Judge Lab: Calibration and Drift · 4 lessonsai-for-data-analystsai-evalsworkshopadvanced
- Module 3Calibrating the Judge Against Human Ratersin LLM-as-Judge Lab: Calibration and Drift · 3 lessonsai-for-data-analystsai-evalsworkshopadvanced
- Module 4Monitoring Drift and Comparing Judgesin LLM-as-Judge Lab: Calibration and Drift · 6 lessonsai-for-data-analystsai-evalsworkshopadvanced
- Module 4Evaluating AI-Generated Personasin Prompt Patterns for Product Discovery · 3 lessonsai-for-product-managersprompt-engineeringai-evalsresponsible-aiquickintermediate
- Module 3How Agents Fail in Productionin What an Agent Actually Is (and What It Cannot Do) · 4 lessonsai-for-product-managersai-for-leadersai-for-foundersagentic-aiai-evalsresponsible-aiquickfoundational