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intermediatePremiumWatch the first lesson freeTechnical AI
Ask AI About Your Own Documents (RAG)For developers and data analysts who already call language model APIs.
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128 modules- Module 1Welcomein AI Basics for Work · 1 lessonai-for-leadersai-for-data-analystsprompt-engineeringcontext-ragresponsible-aiquickfoundational
- Module 2Core termsin AI Basics for Work · 3 lessonsai-for-leadersai-for-data-analystsprompt-engineeringcontext-ragresponsible-aiquickfoundational
- Module 3Judging outputin AI Basics for Work · 3 lessonsai-for-leadersai-for-data-analystsprompt-engineeringcontext-ragresponsible-aiquickfoundational
- Module 4Agents and datain AI Basics for Work · 3 lessonsai-for-leadersai-for-data-analystsprompt-engineeringcontext-ragresponsible-aiquickfoundational
- Module 5Good practicein AI Basics for Work · 3 lessonsai-for-leadersai-for-data-analystsprompt-engineeringcontext-ragresponsible-aiquickfoundational
- Module 6Final examin AI Basics for Work · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-leaders · ai-for-data-analysts · prompt-engineering · context-rag · responsible-ai · quick · foundational
- Module 1Start herein AI Fluency: Quick Wins with AI · 1 lessonai-for-marketersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 2Set upin AI Fluency: Quick Wins with AI · 3 lessonsai-for-marketersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 3Writein AI Fluency: Quick Wins with AI · 3 lessonsai-for-marketersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 4Readin AI Fluency: Quick Wins with AI · 3 lessonsai-for-marketersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 5Trustin AI Fluency: Quick Wins with AI · 4 lessonsai-for-marketersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 6Finalin AI Fluency: Quick Wins with AI · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-marketers · ai-for-data-analysts · prompt-engineering · responsible-ai · workflows · quick · foundational
- 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 Manufacturing Leaders · 1 lessonai-for-leadersai-for-data-analystsmcp-integrationsresponsible-aiworkflowsquickintermediate
- Module 2AI readiness and strategic leadershipin AI for Manufacturing Leaders · 7 lessonsai-for-leadersai-for-data-analystsmcp-integrationsresponsible-aiworkflowsquickintermediate
- Module 3Operational intelligence and integrationin AI for Manufacturing Leaders · 6 lessonsai-for-leadersai-for-data-analystsmcp-integrationsresponsible-aiworkflowsquickintermediate
- Module 4Technical deployment and capstonein AI for Manufacturing Leaders · 5 lessonsai-for-leadersai-for-data-analystsmcp-integrationsresponsible-aiworkflowsquickintermediate
- Module 5Final assessmentin AI for Manufacturing Leaders · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-leaders · ai-for-data-analysts · mcp-integrations · responsible-ai · workflows · quick · intermediate
- Module 1Start herein AI in Healthcare and Insurance · 1 lessonai-for-leadersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 2Copilot foundations and regulated workflowsin AI in Healthcare and Insurance · 6 lessonsai-for-leadersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 3Compliance, privacy and governancein AI in Healthcare and Insurance · 6 lessonsai-for-leadersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 4Tools, adoption and workflow designin AI in Healthcare and Insurance · 6 lessonsai-for-leadersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 5Final assessmentin AI in Healthcare and Insurance · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-leaders · ai-for-data-analysts · prompt-engineering · responsible-ai · workflows · quick · foundational
- Module 1Welcomein AI-Powered Budgeting and Financial Forecasting · 1 lessonai-for-data-analystsworkflowsstandardintermediate
- Module 2AI in the planning cyclein AI-Powered Budgeting and Financial Forecasting · 3 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 3Data you can forecast fromin AI-Powered Budgeting and Financial Forecasting · 3 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 4Driver-based budgeting and variancein AI-Powered Budgeting and Financial Forecasting · 5 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 5Forecasting that holds upin AI-Powered Budgeting and Financial Forecasting · 6 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 6Machine learning and rangesin AI-Powered Budgeting and Financial Forecasting · 4 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 7Scenarios and cashin AI-Powered Budgeting and Financial Forecasting · 4 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 8Reporting and governancein AI-Powered Budgeting and Financial Forecasting · 4 lessonsai-for-data-analystsresponsible-aiworkflowsstandardintermediate
- Module 9From model to planin AI-Powered Budgeting and Financial Forecasting · 6 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 10Final assessmentin AI-Powered Budgeting and Financial Forecasting · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-data-analysts · responsible-ai · workflows · standard · intermediate
- Module 1Welcomein AI-Powered Data Storytelling for Business Leaders · 1 lessonai-for-leadersai-for-data-analystsworkflowsstandardintermediate
- Module 2Why a chart is not a storyin AI-Powered Data Storytelling for Business Leaders · 4 lessonsai-for-leadersai-for-data-analystsworkflowsstandardintermediate
- Module 3Using AI to find and check the patternin AI-Powered Data Storytelling for Business Leaders · 4 lessonsai-for-leadersai-for-data-analystsworkflowsstandardintermediate
- Module 4Choosing and drawing honest visualsin AI-Powered Data Storytelling for Business Leaders · 6 lessonsai-for-leadersai-for-data-analystsworkflowsstandardintermediate
- Module 5Dashboards and KPIs for executivesin AI-Powered Data Storytelling for Business Leaders · 4 lessonsai-for-leadersai-for-data-analystsworkflowsstandardintermediate
- Module 6Building the narrativein AI-Powered Data Storytelling for Business Leaders · 4 lessonsai-for-leadersai-for-data-analystsworkflowsstandardintermediate
- Module 7AI commentary and influencein AI-Powered Data Storytelling for Business Leaders · 4 lessonsai-for-leadersai-for-data-analystsworkflowsstandardintermediate
- Module 8Ethics, governance and real storiesin AI-Powered Data Storytelling for Business Leaders · 4 lessonsai-for-leadersai-for-data-analystsresponsible-aiworkflowsstandardintermediate
- Module 9Capstone labin AI-Powered Data Storytelling for Business Leaders · 2 lessonsai-for-leadersai-for-data-analystsworkflowsstandardintermediate
- Module 10Final assessmentin AI-Powered Data Storytelling for Business Leaders · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-leaders · ai-for-data-analysts · responsible-ai · workflows · standard · 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 1Welcomein Build Trusted Power BI Reports with Copilot · 1 lessonai-for-data-analystsworkflowsquickfoundational
- Module 2Power BI and where Copilot fitsin Build Trusted Power BI Reports with Copilot · 2 lessonsai-for-data-analystsworkflowsquickfoundational
- Module 3Get the data in and shape itin Build Trusted Power BI Reports with Copilot · 3 lessonsai-for-data-analystsworkflowsquickfoundational
- Module 4DAX you can checkin Build Trusted Power BI Reports with Copilot · 4 lessonsai-for-data-analystsworkflowsquickfoundational
- Module 5Reports people can usein Build Trusted Power BI Reports with Copilot · 4 lessonsai-for-data-analystsworkflowsquickfoundational
- Module 6Copilot in Power BIin Build Trusted Power BI Reports with Copilot · 6 lessonsai-for-data-analystsworkflowsquickfoundational
- Module 7AI visuals and the storyin Build Trusted Power BI Reports with Copilot · 2 lessonsai-for-data-analystsworkflowsquickfoundational
- Module 8Share, secure and governin Build Trusted Power BI Reports with Copilot · 4 lessonsai-for-data-analystsresponsible-aiworkflowsquickfoundational
- Module 9Performance and the capstonein Build Trusted Power BI Reports with Copilot · 4 lessonsai-for-data-analystsworkflowsquickfoundational
- Module 10Final assessmentin Build Trusted Power BI Reports with Copilot · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-data-analysts · responsible-ai · workflows · quick · foundational
- Module 1Start herein Choose, Train and Tune the Right Machine Learning Algorithm · 1 lessonai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 2Foundationsin Choose, Train and Tune the Right Machine Learning Algorithm · 2 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 3Supervised learningin Choose, Train and Tune the Right Machine Learning Algorithm · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 4Ensemble learningin Choose, Train and Tune the Right Machine Learning Algorithm · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 5Unsupervised learningin Choose, Train and Tune the Right Machine Learning Algorithm · 2 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 6Features and datain Choose, Train and Tune the Right Machine Learning Algorithm · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 7Evaluation and tuningin Choose, Train and Tune the Right Machine Learning Algorithm · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 8Deep learningin Choose, Train and Tune the Right Machine Learning Algorithm · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 9Specialised problemsin Choose, Train and Tune the Right Machine Learning Algorithm · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 10Deployment and MLOpsin Choose, Train and Tune the Right Machine Learning Algorithm · 5 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 11Final examin Choose, Train and Tune the Right Machine Learning Algorithm · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-for-data-analysts · workflows · standard · intermediate
- Module 1Welcomein Claude Code for Non-Developers · 1 lessonai-for-marketersai-for-data-analystsclaude-codequickfoundational
- Module 2Start safelyin Claude Code for Non-Developers · 3 lessonsai-for-marketersai-for-data-analystsclaude-codequickfoundational
- Module 3Understand a scriptin Claude Code for Non-Developers · 3 lessonsai-for-marketersai-for-data-analystsclaude-codequickfoundational
- Module 4Stay in controlin Claude Code for Non-Developers · 5 lessonsai-for-marketersai-for-data-analystsclaude-codequickfoundational
- Module 5Final examin Claude Code for Non-Developers · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-marketers · ai-for-data-analysts · claude-code · quick · foundational
- Module 1Welcomein Intelligent Management Reporting with AI · 1 lessonai-for-data-analystsworkflowsstandardintermediate
- Module 2The pack as a processin Intelligent Management Reporting with AI · 4 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 3Getting the data in and cleanin Intelligent Management Reporting with AI · 3 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 4KPIs and metric definitionsin Intelligent Management Reporting with AI · 4 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 5Building and delivering the packin Intelligent Management Reporting with AI · 3 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 6AI commentary and insightin Intelligent Management Reporting with AI · 6 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 7Controls, accuracy and governancein Intelligent Management Reporting with AI · 5 lessonsai-for-data-analystsresponsible-aistandardintermediate
- Module 8Finance operations and riskin Intelligent Management Reporting with AI · 7 lessonsai-for-data-analystsresponsible-aistandardintermediate
- Module 9Capstone: the reporting control packin Intelligent Management Reporting with AI · 2 lessonsai-for-data-analystsworkflowsstandardintermediate
- Module 10Final assessmentin Intelligent Management Reporting with AI · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-data-analysts · responsible-ai · workflows · standard · intermediate
- Module 1Start herein Machine Learning with Python: Build, Evaluate and Deploy Models · 1 lessonai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 2Python and data preparationin Machine Learning with Python: Build, Evaluate and Deploy Models · 5 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 3Feature engineeringin Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 4Supervised learningin Machine Learning with Python: Build, Evaluate and Deploy Models · 5 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 5Advanced supervised learningin Machine Learning with Python: Build, Evaluate and Deploy Models · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 6Unsupervised learningin Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 7Evaluation and tuningin Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 8Pipelines and trackingin Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 9Deployment and MLOpsin Machine Learning with Python: Build, Evaluate and Deploy Models · 6 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 10Final examin Machine Learning with Python: Build, Evaluate and Deploy Models · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-for-data-analysts · workflows · standard · intermediate
- Module 1Start herein Microsoft Copilot and Generative AI Tools · 1 lessonai-for-leadersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 2Foundations of generative AI and Copilotin Microsoft Copilot and Generative AI Tools · 5 lessonsai-for-leadersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 3Copilot across Word, Excel, and PowerPointin Microsoft Copilot and Generative AI Tools · 7 lessonsai-for-leadersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 4Advanced prompting, tool strategy, and governancein Microsoft Copilot and Generative AI Tools · 6 lessonsai-for-leadersai-for-data-analystsprompt-engineeringresponsible-aiworkflowsquickfoundational
- Module 5Final assessmentin Microsoft Copilot and Generative AI Tools · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-leaders · ai-for-data-analysts · prompt-engineering · responsible-ai · workflows · quick · foundational
- Module 1Welcomein Prompting Claude Fable 5.1 · 1 lessonai-for-marketersai-for-data-analystsprompt-engineeringquickfoundational
- Module 2Write a clear promptin Prompting Claude Fable 5.1 · 4 lessonsai-for-marketersai-for-data-analystsprompt-engineeringquickfoundational
- Module 3Reasoning and formatin Prompting Claude Fable 5.1 · 3 lessonsai-for-marketersai-for-data-analystsprompt-engineeringquickfoundational
- Module 4Improve and trustin Prompting Claude Fable 5.1 · 3 lessonsai-for-marketersai-for-data-analystsprompt-engineeringquickfoundational
- Module 5Your prompt kitin Prompting Claude Fable 5.1 · 3 lessonsai-for-marketersai-for-data-analystsprompt-engineeringquickfoundational
- Module 6Final examin Prompting Claude Fable 5.1 · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-marketers · ai-for-data-analysts · prompt-engineering · quick · foundational
- Module 1Start herein Python for Data and AI: Clean, Explore, Chart and Model Data · 1 lessonai-for-data-analystsworkflowsstandardfoundational
- Module 2Python fundamentals for data workin Python for Data and AI: Clean, Explore, Chart and Model Data · 4 lessonsai-for-data-analystsworkflowsstandardfoundational
- Module 3NumPy for scientific computingin Python for Data and AI: Clean, Explore, Chart and Model Data · 2 lessonsai-for-data-analystsworkflowsstandardfoundational
- Module 4pandas for data analysisin Python for Data and AI: Clean, Explore, Chart and Model Data · 5 lessonsai-for-data-analystsworkflowsstandardfoundational
- Module 5Charts and exploratory analysisin Python for Data and AI: Clean, Explore, Chart and Model Data · 4 lessonsai-for-data-analystsworkflowsstandardfoundational
- Module 6Machine learning with scikit-learnin Python for Data and AI: Clean, Explore, Chart and Model Data · 3 lessonsai-for-data-analystsworkflowsstandardfoundational
- Module 7Features, metrics and tuningin Python for Data and AI: Clean, Explore, Chart and Model Data · 4 lessonsai-for-data-analystsworkflowsstandardfoundational
- Module 8Pipelines and generative AI in Pythonin Python for Data and AI: Clean, Explore, Chart and Model Data · 4 lessonsai-for-data-analystsworkflowsstandardfoundational
- Module 9The end-to-end projectin Python for Data and AI: Clean, Explore, Chart and Model Data · 4 lessonsai-for-data-analystsworkflowsstandardfoundational
- Module 10Final examin Python for Data and AI: Clean, Explore, Chart and Model Data · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-data-analysts · workflows · standard · foundational
- 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