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advancedTechnical AI
Prompt Engineering Lab: Systematic Iteration and RegressionThis workshop-format course teaches AI engineers who already iterate on prompts how to treat prompts as versioned, tested software artifacts rather than one-off tweaks.
Matching modules
30 modules- Module 1Getting Started: AI Tools and Prompting Basicsin AI Fluency - Quick Wins with AI · 3 lessonsai-for-product-managersai-for-marketersai-for-data-analystsprompt-engineeringquickfoundational
- Module 2Drafting and Refining Professional Emails with AIin AI Fluency - Quick Wins with AI · 2 lessonsai-for-product-managersai-for-marketersai-for-foundersprompt-engineeringworkflowsquickfoundational
- Module 3Building Presentations with AIin AI Fluency - Quick Wins with AI · 3 lessonsai-for-product-managersai-for-marketersai-for-foundersprompt-engineeringworkflowsquickfoundational
- Module 4Summarizing Documents with AIin AI Fluency - Quick Wins with AI · 2 lessonsai-for-product-managersai-for-data-analystsai-for-foundersprompt-engineeringworkflowsquickfoundational
- Module 5Deep Research with AIin AI Fluency - Quick Wins with AI · 3 lessonsai-for-product-managersai-for-data-analystsai-for-foundersprompt-engineeringresponsible-aiquickintermediate
- 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 1LLM Security Fundamentals & the Case for Guardrailsin LLM Guardrails, Evals and Agentic Memory · 6 lessonsai-for-engineersai-for-product-managersprompt-engineeringresponsible-aistandardfoundational
- Module 1Start Herein Prompt Engineering Lab: Systematic Iteration and Regression · 1 lessonai-for-engineersprompt-engineeringworkshopadvanced
- Module 2Why Prompts Breakin Prompt Engineering Lab: Systematic Iteration and Regression · 4 lessonsai-for-engineersprompt-engineeringworkshopadvanced
- Module 3Scoring and Automating Evaluationin Prompt Engineering Lab: Systematic Iteration and Regression · 4 lessonsai-for-engineersprompt-engineeringworkshopadvanced
- Module 4Versioning, Regression Detection, and Rollbackin Prompt Engineering Lab: Systematic Iteration and Regression · 5 lessonsai-for-engineersprompt-engineeringworkshopadvanced
- Module 1Start Herein Prompt Patterns for Product Discovery · 1 lessonai-for-product-managersprompt-engineeringquickintermediate
- Module 2Foundations: Why Discovery Needs Its Own Prompt Patternsin Prompt Patterns for Product Discovery · 3 lessonsai-for-product-managersprompt-engineeringquickfoundational
- Module 3Synthesis and Hypothesis Generationin Prompt Patterns for Product Discovery · 4 lessonsai-for-product-managersprompt-engineeringworkflowsquickintermediate
- Module 4Evaluating AI-Generated Personasin Prompt Patterns for Product Discovery · 3 lessonsai-for-product-managersprompt-engineeringai-evalsresponsible-aiquickintermediate
- Module 5From Tickets to Prioritized Opportunitiesin Prompt Patterns for Product Discovery · 3 lessonsai-for-product-managersprompt-engineeringworkflowsquickintermediate
- Module 6Iterating and Assembling Your Prompt Libraryin Prompt Patterns for Product Discovery · 5 lessonsai-for-product-managersprompt-engineeringworkflowsquickintermediate
- Module 1Start Herein Prompting That Ships: One-Pass Marketing Copy · 1 lessonai-for-marketersprompt-engineeringquickfoundational
- Module 2Why One-Pass Prompting Is Its Own Skillin Prompting That Ships: One-Pass Marketing Copy · 2 lessonsai-for-marketersprompt-engineeringresponsible-aiquickfoundational
- Module 3Structuring the Promptin Prompting That Ships: One-Pass Marketing Copy · 3 lessonsai-for-marketersprompt-engineeringquickfoundational
- Module 4Brand Voice Calibration and Diagnosisin Prompting That Ships: One-Pass Marketing Copy · 3 lessonsai-for-marketersprompt-engineeringresponsible-aiquickfoundational
- Module 5Variants and the Pre-Submission Quality Gatein Prompting That Ships: One-Pass Marketing Copy · 5 lessonsai-for-marketersprompt-engineeringworkflowsquickfoundational
- Module 1SEO Fundamentals & Why It Still Matters in 2026in The Complete SEO & AI SEO Course for 2026 · 3 lessonsai-for-product-managersai-for-marketersai-for-foundersprompt-engineeringworkflowsquickfoundational
- Module 2Keyword Research & Strategyin The Complete SEO & AI SEO Course for 2026 · 4 lessonsai-for-marketersai-for-data-analystsai-for-foundersprompt-engineeringworkflowsquickfoundational
- Module 3Content Creation That Ranksin The Complete SEO & AI SEO Course for 2026 · 3 lessonsai-for-designersai-for-marketersai-for-foundersprompt-engineeringworkflowsquickintermediate
- Module 4On-Page SEO & Technical SEOin The Complete SEO & AI SEO Course for 2026 · 3 lessonsai-for-engineersai-for-marketersai-for-foundersprompt-engineeringworkflowsquickintermediate