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Technical AIBuilding an Eval HarnessFor AI-savvy data analysts moving from ad hoc prompt testing to a real evaluation practice, this course builds a working eval harness end to end: a labeled test dataset, deterministic and LLM-as-judge graders, pass/fail thresholds tied to real stakes, regression detection, and a CI-wired scorecard.Standard (2–4 h) · 2 hoursNot yet rated22 lessons
AI LiteracyLLM Guardrails, Evals and Agentic MemoryLearn to take LLM applications from prototype to production.Quick (30–60 min) · 2.9 hoursNot yet rated22 lessons
Technical AIBuilding Your First Production AgentA hands-on course for engineers who already call LLM APIs and want to ship a tool-using agent that survives production: recovering from failed tool calls, capping runaway spend, extending itself with an MCP server, passing task-completion evals, and deploying with logging enabled.Quick (30–60 min) · 1.8 hoursNot yet rated23 lessons
AI for BusinessPrompt Patterns for Product DiscoveryAn intermediate, no-code course for product managers who already prompt chat-based LLMs and know discovery frameworks like JTBD.Quick (30–60 min) · 1.4 hoursNot yet rated19 lessons
AI LiteracyEvaluating LLM Output QualityHow to tell whether an LLM feature is actually working.Quick (30–60 min) · 3.4 hoursNot yet rated16 lessons
Matching modules
12 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 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 2LLM Evaluation (Evals): Building Rigorous Testing Pipelinesin LLM Guardrails, Evals and Agentic Memory · 4 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
- Module 4Evaluating AI-Generated Personasin Prompt Patterns for Product Discovery · 3 lessonsai-for-product-managersprompt-engineeringai-evalsresponsible-aiquickintermediate