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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.
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