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intermediatePremiumWatch the first lesson freeAI for Business
AI for Analytics and Business Insights: Ask, Verify, DecideDefine your metrics, ask data questions of a table, verify every answer with golden questions, forecast with a named method, and finish with a dashboard and a decision memo that names the owner of each number.
foundationalWatch the first lesson freeAI for Business
Generative AI at WorkApply generative AI across HR, finance, marketing, sales, admin, IT and software teams.
Matching modules
103 modules- Module 1Welcomein AI for Analytics and Business Insights: Ask, Verify, Decide · 1 lessonai-for-leadersai-for-data-analystsai-evalsworkflowsstandardintermediate
- Module 2The big picturein AI for Analytics and Business Insights: Ask, Verify, Decide · 4 lessonsai-for-leadersai-for-data-analystsai-evalsworkflowsstandardintermediate
- Module 3Data and definitionsin AI for Analytics and Business Insights: Ask, Verify, Decide · 4 lessonsai-for-leadersai-for-data-analystsai-evalsworkflowsstandardintermediate
- Module 4Ask and verifyin AI for Analytics and Business Insights: Ask, Verify, Decide · 5 lessonsai-for-leadersai-for-data-analystsai-evalsworkflowsstandardintermediate
- Module 5Forecasts and scenariosin AI for Analytics and Business Insights: Ask, Verify, Decide · 4 lessonsai-for-leadersai-for-data-analystsai-evalsworkflowsstandardintermediate
- Module 6Dashboards and decisionsin AI for Analytics and Business Insights: Ask, Verify, Decide · 4 lessonsai-for-leadersai-for-data-analystsai-evalsworkflowsstandardintermediate
- Module 7Governance and capstonein AI for Analytics and Business Insights: Ask, Verify, Decide · 7 lessonsai-for-leadersai-for-data-analystsai-evalsresponsible-aiworkflowsstandardintermediate
- Module 8Final assessmentin AI for Analytics and Business Insights: Ask, Verify, Decide · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-leaders · ai-for-data-analysts · ai-evals · responsible-ai · workflows · standard · intermediate
- Module 1Start herein AI for Digital Marketing · 1 lessonai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
- Module 2The AI marketing stackin AI for Digital Marketing · 5 lessonsai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
- Module 3Producing content across channelsin AI for Digital Marketing · 6 lessonsai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
- Module 4Campaigns, measurement and governancein AI for Digital Marketing · 8 lessonsai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
- Module 5Final assessmentin AI for Digital Marketing · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-marketers · prompt-engineering · ai-evals · mcp-integrations · quick · foundational
- Module 1Start herein AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 1 lessonai-for-engineersai-evalsworkflowsquickintermediate
- Module 2AI-DLC and Spec Kitin AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 3 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 3Specs an agent can usein AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 3 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 4Spec Kit end to endin AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 6 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 5Keeping specs alive and checkedin AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 4 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 6Governance and traceabilityin AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 4 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 7Judgement, cost and capstonein AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 6 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 8Final examin AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-evals · workflows · quick · intermediate
- Module 1Welcomein Ask AI About Your Own Documents (RAG) · 1 lessonai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
- Module 2Prepare the documentsin Ask AI About Your Own Documents (RAG) · 4 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
- Module 3Store and retrievein Ask AI About Your Own Documents (RAG) · 3 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
- Module 4Answer and measurein Ask AI About Your Own Documents (RAG) · 3 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
- Module 5Diagnose and improvein Ask AI About Your Own Documents (RAG) · 5 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
- Module 6Final examin Ask AI About Your Own Documents (RAG) · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-for-data-analysts · context-rag · ai-evals · quick · intermediate
- Module 1Start herein Better Search Results for Your AI App · 1 lessonai-for-engineerscontext-ragai-evalsquickadvanced
- Module 2Chunkingin Better Search Results for Your AI App · 4 lessonsai-for-engineerscontext-ragai-evalsquickadvanced
- Module 3Rerankingin Better Search Results for Your AI App · 4 lessonsai-for-engineerscontext-ragai-evalsquickadvanced
- Module 4Evaluationin Better Search Results for Your AI App · 8 lessonsai-for-engineerscontext-ragai-evalsquickadvanced
- Module 5Finalin Better Search Results for Your AI App · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · context-rag · ai-evals · quick · advanced
- Module 4Quality, privacy and the labin Build AI Features That Read Documents, Screenshots and Charts · 5 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 5Final examin Build AI Features That Read Documents, Screenshots and Charts · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-evals · workflows · quick · intermediate
- Module 1Start herein Building Your First Production Agent · 1 lessonai-for-engineersagentic-aiai-evalsmcp-integrationsquickintermediate
- Module 2The loopin Building Your First Production Agent · 3 lessonsai-for-engineersagentic-aiai-evalsmcp-integrationsquickintermediate
- Module 3Failure and costin Building Your First Production Agent · 4 lessonsai-for-engineersagentic-aiai-evalsmcp-integrationsquickintermediate
- Module 4MCP and trustin Building Your First Production Agent · 2 lessonsai-for-engineersagentic-aiai-evalsmcp-integrationsquickintermediate
- Module 5Evals and releasein Building Your First Production Agent · 6 lessonsai-for-engineersagentic-aiai-evalsmcp-integrationsquickintermediate
- Module 6Final examin Building Your First Production Agent · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · ai-evals · mcp-integrations · quick · intermediate
- Module 6Evaluate, secure and shipin CrewAI: Build and Ship Multi-Agent Systems · 9 lessonsai-for-engineersai-evalsstandardintermediate
- Module 7Final examin CrewAI: Build and Ship Multi-Agent Systems · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · ai-evals · mcp-integrations · standard · intermediate
- Module 6Evaluationin Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersai-evalsworkflowsstandardadvanced
- Module 11Final examin Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-evals · workflows · standard · advanced
- Module 1Start herein From Prototype to Production: Reliable LLM Features · 1 lessonai-for-engineersprompt-engineeringai-evalsworkflowsquickintermediate
- Module 2Contractsin From Prototype to Production: Reliable LLM Features · 8 lessonsai-for-engineersprompt-engineeringai-evalsworkflowsquickintermediate
- Module 3Limitsin From Prototype to Production: Reliable LLM Features · 3 lessonsai-for-engineersprompt-engineeringai-evalsworkflowsquickintermediate
- Module 4Evidencein From Prototype to Production: Reliable LLM Features · 4 lessonsai-for-engineersprompt-engineeringai-evalsworkflowsquickintermediate
- Module 5Cost and scalein From Prototype to Production: Reliable LLM Features · 8 lessonsai-for-engineersprompt-engineeringai-evalsworkflowsquickintermediate
- Module 6Final assessmentin From Prototype to Production: Reliable LLM Features · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · prompt-engineering · ai-evals · workflows · quick · intermediate
- Module 1Start herein Generative AI at Work · 1 lessonai-for-engineersai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
- Module 2Generative AI across the businessin Generative AI at Work · 6 lessonsai-for-engineersai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
- Module 3Evaluating and building without codein Generative AI at Work · 6 lessonsai-for-engineersai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
- Module 4Platforms, collaboration and your own assistantin Generative AI at Work · 6 lessonsai-for-engineersai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
- Module 5Final assessmentin Generative AI at Work · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-for-marketers · prompt-engineering · ai-evals · mcp-integrations · quick · foundational
- Module 1Start herein Getting AI Agents to Work Together · 1 lessonai-for-engineersagentic-aiai-evalsquickadvanced
- Module 2Decidein Getting AI Agents to Work Together · 3 lessonsai-for-engineersagentic-aiai-evalsquickadvanced
- Module 3Buildin Getting AI Agents to Work Together · 5 lessonsai-for-engineersagentic-aiai-evalsquickadvanced
- Module 4Runin Getting AI Agents to Work Together · 7 lessonsai-for-engineersagentic-aiai-evalsquickadvanced
- Module 5Final examin Getting AI Agents to Work Together · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · ai-evals · quick · advanced
- Module 1Welcomein How to Tell If Your AI Is Any Good · 1 lessonai-for-product-managersai-for-leadersai-evalsquickfoundational
- Module 2Part 1: Read the numbersin How to Tell If Your AI Is Any Good · 3 lessonsai-for-product-managersai-for-leadersai-evalsquickfoundational
- Module 3Part 2: Check the methodin How to Tell If Your AI Is Any Good · 3 lessonsai-for-product-managersai-for-leadersai-evalsquickfoundational
- Module 4Part 3: Make the callin How to Tell If Your AI Is Any Good · 5 lessonsai-for-product-managersai-for-leadersai-evalsquickfoundational
- Module 5Final assessmentin How to Tell If Your AI Is Any Good · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-product-managers · ai-for-leaders · ai-evals · quick · foundational
- Module 1Start herein Improving Your Prompts, Step by Step · 1 lessonai-for-engineersprompt-engineeringai-evalsquickintermediate
- Module 2Why prompts breakin Improving Your Prompts, Step by Step · 4 lessonsai-for-engineersprompt-engineeringai-evalsquickintermediate
- Module 3Score and runin Improving Your Prompts, Step by Step · 3 lessonsai-for-engineersprompt-engineeringai-evalsquickintermediate
- Module 4Decide and shipin Improving Your Prompts, Step by Step · 6 lessonsai-for-engineersprompt-engineeringai-evalsquickintermediate
- Module 5Final examin Improving Your Prompts, Step by Step · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · prompt-engineering · ai-evals · quick · intermediate
- Module 4Retrieval the LangChain wayin LangChain v1: Build, Evaluate and Ship AI Agents · 6 lessonsai-for-engineerscontext-ragai-evalsstandardintermediate
- Module 6Tracing, evaluation and trustin LangChain v1: Build, Evaluate and Ship AI Agents · 6 lessonsai-for-engineersai-evalsstandardintermediate
- Module 8Final examin LangChain v1: Build, Evaluate and Ship AI Agents · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · context-rag · ai-evals · standard · intermediate
- Module 1Start herein Making AI Apps Safe and Reliable · 2 lessonsai-for-engineerscontext-ragai-evalsresponsible-aistandardintermediate
- Module 2Guardrails and PIIin Making AI Apps Safe and Reliable · 6 lessonsai-for-engineerscontext-ragai-evalsresponsible-aistandardintermediate
- Module 3Evalsin Making AI Apps Safe and Reliable · 7 lessonsai-for-engineerscontext-ragai-evalsresponsible-aistandardintermediate
- Module 4Memory and contextin Making AI Apps Safe and Reliable · 8 lessonsai-for-engineerscontext-ragai-evalsresponsible-aistandardintermediate
- Module 5Productionin Making AI Apps Safe and Reliable · 8 lessonsai-for-engineerscontext-ragai-evalsresponsible-aistandardintermediate
- Module 6Final examin Making AI Apps Safe and Reliable · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · context-rag · ai-evals · responsible-ai · standard · intermediate
- Module 1Start herein Package Your Team’s Know-How as Agent Skills · 1 lessonai-for-engineersagentic-aiclaude-codeai-evalsquickintermediate
- Module 2What a skill isin Package Your Team’s Know-How as Agent Skills · 3 lessonsai-for-engineersagentic-aiclaude-codeai-evalsquickintermediate
- Module 3Building skills that workin Package Your Team’s Know-How as Agent Skills · 3 lessonsai-for-engineersagentic-aiclaude-codeai-evalsquickintermediate
- Module 4Sharing skills safelyin Package Your Team’s Know-How as Agent Skills · 6 lessonsai-for-engineersagentic-aiclaude-codeai-evalsquickintermediate
- Module 5Final examin Package Your Team’s Know-How as Agent Skills · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · claude-code · ai-evals · quick · intermediate
- Module 1Start herein Run Claude on AWS, Azure and Google Cloud · 1 lessonai-for-engineersai-evalsworkflowsquickintermediate
- Module 2Choosing where Claude runsin Run Claude on AWS, Azure and Google Cloud · 4 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 3One codebasein Run Claude on AWS, Azure and Google Cloud · 3 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 4Claude on AWSin Run Claude on AWS, Azure and Google Cloud · 4 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 5Claude on Azurein Run Claude on AWS, Azure and Google Cloud · 3 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 6Claude on Google Cloudin Run Claude on AWS, Azure and Google Cloud · 3 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 7Operating across cloudsin Run Claude on AWS, Azure and Google Cloud · 7 lessonsai-for-engineersai-evalsworkflowsquickintermediate
- Module 8Final examin Run Claude on AWS, Azure and Google Cloud · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-evals · workflows · quick · intermediate
- Module 1Start herein Testing Your AI App Automatically · 1 lessonai-for-engineersai-evalsquickintermediate
- Module 2Foundationsin Testing Your AI App Automatically · 3 lessonsai-for-engineersai-evalsquickintermediate
- Module 3Gradersin Testing Your AI App Automatically · 3 lessonsai-for-engineersai-evalsquickintermediate
- Module 4Decisionsin Testing Your AI App Automatically · 3 lessonsai-for-engineersai-evalsquickintermediate
- Module 5Operationsin Testing Your AI App Automatically · 5 lessonsai-for-engineersai-evalsquickintermediate
- Module 6Final assessmentin Testing Your AI App Automatically · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-evals · quick · intermediate
- Module 1Start herein Using AI to Grade AI (LLM-as-Judge) · 1 lessonai-for-engineersai-for-data-analystsai-evalsquickintermediate
- Module 2Define the judgein Using AI to Grade AI (LLM-as-Judge) · 3 lessonsai-for-engineersai-for-data-analystsai-evalsquickintermediate
- Module 3Trust the judgein Using AI to Grade AI (LLM-as-Judge) · 4 lessonsai-for-engineersai-for-data-analystsai-evalsquickintermediate
- Module 4Keep it honestin Using AI to Grade AI (LLM-as-Judge) · 6 lessonsai-for-engineersai-for-data-analystsai-evalsquickintermediate
- Module 5Final examin Using AI to Grade AI (LLM-as-Judge) · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-for-data-analysts · ai-evals · quick · intermediate