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intermediatePremiumWatch the first lesson freeTechnical AI
Build and Run GPU Infrastructure for AIFor ML engineers, MLOps and platform engineers, infrastructure architects and DevOps people who know Linux, Python and basic containers.
intermediatePremiumWatch the first lesson freeTechnical AI
Microsoft Foundry: Enterprise AI EngineeringFor developers, cloud engineers and architects who know Azure basics.
intermediatePremiumWatch the first lesson freeTechnical AI
Microsoft Copilot Studio: The Complete CourseThe whole Microsoft stack that agents run on, then Copilot Studio in depth.
Flagship (10 h+)10.1h105 lessonsLaunch price $149 USD, was $199 USD. Offer ends 31 December.Save $50 USD
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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Matching modules
431 modules- Module 1Start herein AI for Data Engineers: Build, Test and Document Pipelines Faster · 1 lessonai-for-engineersmcp-integrationsstandardintermediate
- Module 2Where AI fits in data engineeringin AI for Data Engineers: Build, Test and Document Pipelines Faster · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 3Building pipelines with AIin AI for Data Engineers: Build, Test and Document Pipelines Faster · 5 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
- Module 4Models inside the pipelinein AI for Data Engineers: Build, Test and Document Pipelines Faster · 4 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
- Module 5Quality, metadata and governancein AI for Data Engineers: Build, Test and Document Pipelines Faster · 5 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 6Analytics and operationsin AI for Data Engineers: Build, Test and Document Pipelines Faster · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 7Capstonein AI for Data Engineers: Build, Test and Document Pipelines Faster · 2 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 8Final examin AI for Data Engineers: Build, Test and Document Pipelines Faster · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · mcp-integrations · workflows · standard · intermediate
- Module 1Start herein AI for Database Administrators: Tune, Monitor and Automate Safely · 1 lessonai-for-engineersmcp-integrationsworkflowsstandardintermediate
- Module 2What AI can do for a DBAin AI for Database Administrators: Tune, Monitor and Automate Safely · 4 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
- Module 3Prompting for DBAsin AI for Database Administrators: Tune, Monitor and Automate Safely · 4 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
- Module 4Monitoring and performancein AI for Database Administrators: Tune, Monitor and Automate Safely · 4 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
- Module 5Agents for database operationsin AI for Database Administrators: Tune, Monitor and Automate Safely · 5 lessonsai-for-engineersagentic-aimcp-integrationsworkflowsstandardintermediate
- Module 6Security, compliance and incidentsin AI for Database Administrators: Tune, Monitor and Automate Safely · 4 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
- Module 7Backup and recoveryin AI for Database Administrators: Tune, Monitor and Automate Safely · 3 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
- Module 8Capstone labin AI for Database Administrators: Tune, Monitor and Automate Safely · 2 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
- Module 9Final examin AI for Database Administrators: Tune, Monitor and Automate Safely · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · mcp-integrations · workflows · standard · intermediate
- Module 1Start herein AI for Front-End Developers · 1 lessonai-for-engineersai-for-designersprompt-engineeringmcp-integrationsworkflowsquickintermediate
- Module 2AI foundations for UI developersin AI for Front-End Developers · 5 lessonsai-for-engineersai-for-designersprompt-engineeringmcp-integrationsworkflowsquickintermediate
- Module 3Building accessible, responsive interfaces with AIin AI for Front-End Developers · 6 lessonsai-for-engineersai-for-designersprompt-engineeringmcp-integrationsworkflowsquickintermediate
- Module 4Angular, agents and shipping a frontend buildin AI for Front-End Developers · 7 lessonsai-for-engineersai-for-designersprompt-engineeringmcp-integrationsworkflowsquickintermediate
- Module 5Final assessmentin AI for Front-End Developers · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-for-designers · prompt-engineering · mcp-integrations · workflows · quick · intermediate
- Module 1Start herein AI for Full-Stack Development · 1 lessonai-for-engineersprompt-engineeringagentic-aiquickintermediate
- Module 2AI foundations and GitHub Copilotin AI for Full-Stack Development · 5 lessonsai-for-engineersprompt-engineeringagentic-aiquickintermediate
- Module 3Building the MERN stack with AIin AI for Full-Stack Development · 10 lessonsai-for-engineersprompt-engineeringagentic-aiquickintermediate
- Module 4Quality, delivery and agentsin AI for Full-Stack Development · 13 lessonsai-for-engineersprompt-engineeringagentic-aiquickintermediate
- Module 5Final assessmentin AI for Full-Stack Development · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · prompt-engineering · agentic-ai · quick · intermediate
- Module 1Start herein AI for Software Testers · 1 lessonai-for-engineersprompt-engineeringmcp-integrationsworkflowsquickintermediate
- Module 2Foundations and the Copilot ecosystemin AI for Software Testers · 5 lessonsai-for-engineersprompt-engineeringmcp-integrationsworkflowsquickintermediate
- Module 3Advanced AI tools and automationin AI for Software Testers · 6 lessonsai-for-engineersprompt-engineeringmcp-integrationsworkflowsquickintermediate
- Module 4AI collaboration, reporting and the capstonein AI for Software Testers · 7 lessonsai-for-engineersprompt-engineeringmcp-integrationsworkflowsquickintermediate
- Module 5Final assessmentin AI for Software Testers · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · prompt-engineering · mcp-integrations · workflows · quick · intermediate
- 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 1Start herein AI-Driven .NET Engineering · 1 lessonai-for-engineersprompt-engineeringworkflowsstandardintermediate
- Module 2AI-powered developmentin AI-Driven .NET Engineering · 6 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
- Module 3Building the APIin AI-Driven .NET Engineering · 4 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
- Module 4Data with EF Core 10in AI-Driven .NET Engineering · 4 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
- Module 5Security and reliabilityin AI-Driven .NET Engineering · 4 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
- Module 6Testing, review and deliveryin AI-Driven .NET Engineering · 6 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
- Module 7Capstonein AI-Driven .NET Engineering · 4 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
- Module 8Final examin AI-Driven .NET Engineering · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · prompt-engineering · workflows · standard · intermediate
- Module 1Start herein AI-Driven Software Architecture: Design Systems That Hold Up · 1 lessonai-for-engineerscontext-ragstandardadvanced
- Module 2AI for software architectsin AI-Driven Software Architecture: Design Systems That Hold Up · 3 lessonsai-for-engineerscontext-ragstandardadvanced
- Module 3Architecture styles and documentationin AI-Driven Software Architecture: Design Systems That Hold Up · 5 lessonsai-for-engineerscontext-ragstandardadvanced
- Module 4AI application and data architecturein AI-Driven Software Architecture: Design Systems That Hold Up · 6 lessonsai-for-engineerscontext-ragstandardadvanced
- Module 5Agents and enterprise integrationin AI-Driven Software Architecture: Design Systems That Hold Up · 5 lessonsai-for-engineersagentic-aicontext-ragmcp-integrationsstandardadvanced
- Module 6Cloud, security and scalein AI-Driven Software Architecture: Design Systems That Hold Up · 7 lessonsai-for-engineerscontext-ragstandardadvanced
- Module 7Evaluation and capstonein AI-Driven Software Architecture: Design Systems That Hold Up · 7 lessonsai-for-engineerscontext-ragstandardadvanced
- Module 8Final examin AI-Driven Software Architecture: Design Systems That Hold Up · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · context-rag · mcp-integrations · standard · advanced
- 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 Automate Web Tasks Safely with Browser and Computer Use Agents · 1 lessonai-for-engineersmcp-integrationsworkflowsquickintermediate
- Module 2Choosing a screen agentin Automate Web Tasks Safely with Browser and Computer Use Agents · 3 lessonsai-for-engineersagentic-aimcp-integrationsworkflowsquickintermediate
- Module 3Building screen agentsin Automate Web Tasks Safely with Browser and Computer Use Agents · 3 lessonsai-for-engineersagentic-aimcp-integrationsworkflowsquickintermediate
- Module 4Safe and reliablein Automate Web Tasks Safely with Browser and Computer Use Agents · 4 lessonsai-for-engineersmcp-integrationsworkflowsquickintermediate
- Module 5Products and practicein Automate Web Tasks Safely with Browser and Computer Use Agents · 4 lessonsai-for-engineersmcp-integrationsworkflowsquickintermediate
- Module 6Final examin Automate Web Tasks Safely with Browser and Computer Use Agents · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · mcp-integrations · workflows · 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 1Start herein Build .NET Apps Faster with AI · 1 lessonai-for-engineersagentic-aiclaude-codemcp-integrationsquickintermediate
- Module 2Vibe coding, specs and standardsin Build .NET Apps Faster with AI · 5 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsquickintermediate
- Module 3AI in existing .NET applicationsin Build .NET Apps Faster with AI · 5 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsquickintermediate
- Module 4Testing, security, MCP and governancein Build .NET Apps Faster with AI · 8 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsquickintermediate
- Module 5Final assessmentin Build .NET Apps Faster with AI · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · claude-code · mcp-integrations · quick · intermediate
- Module 1Start herein Build AI Apps and Agents on Google Cloud with Gemini · 1 lessonai-for-engineersagentic-aiquickintermediate
- Module 2The Google AI stack todayin Build AI Apps and Agents on Google Cloud with Gemini · 3 lessonsai-for-engineersagentic-aiquickintermediate
- Module 3Gemini models and promptsin Build AI Apps and Agents on Google Cloud with Gemini · 3 lessonsai-for-engineersagentic-aiquickintermediate
- Module 4Building on Agent Platformin Build AI Apps and Agents on Google Cloud with Gemini · 3 lessonsai-for-engineersagentic-aiquickintermediate
- Module 5Knowledge and groundingin Build AI Apps and Agents on Google Cloud with Gemini · 3 lessonsai-for-engineerscontext-ragquickintermediate
- Module 6Agents with ADKin Build AI Apps and Agents on Google Cloud with Gemini · 4 lessonsai-for-engineersagentic-aiquickintermediate
- Module 7Security, evaluation and costin Build AI Apps and Agents on Google Cloud with Gemini · 5 lessonsai-for-engineersagentic-aiquickintermediate
- Module 8Final examin Build AI Apps and Agents on Google Cloud with Gemini · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · context-rag · quick · intermediate
- Module 1Start herein Build AI Features That Read Documents, Screenshots and Charts · 1 lessonai-for-engineersworkflowsquickintermediate
- Module 2Reading documentsin Build AI Features That Read Documents, Screenshots and Charts · 4 lessonsai-for-engineersworkflowsquickintermediate
- Module 3Charts, screenshots and photosin Build AI Features That Read Documents, Screenshots and Charts · 3 lessonsai-for-engineersworkflowsquickintermediate
- 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 Build AI Workflows and Agents with n8n · 1 lessonai-for-engineersmcp-integrationsstandardintermediate
- Module 2Meet n8n 2.xin Build AI Workflows and Agents with n8n · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 3Webhooks, data and reliabilityin Build AI Workflows and Agents with n8n · 6 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 4Adding AI to a workflowin Build AI Workflows and Agents with n8n · 7 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
- Module 5Agents, memory and retrievalin Build AI Workflows and Agents with n8n · 10 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
- Module 6Security you can act onin Build AI Workflows and Agents with n8n · 5 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 7Operations, deployment and costin Build AI Workflows and Agents with n8n · 6 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 8Capstonein Build AI Workflows and Agents with n8n · 2 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 9Final examin Build AI Workflows and Agents with n8n · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · mcp-integrations · workflows · standard · intermediate
- Module 1Start herein Build Apps on AWS with AI: Kiro and Bedrock · 1 lessonai-for-engineersagentic-aiworkflowsquickintermediate
- Module 2The AWS AI tools and spec-driven developmentin Build Apps on AWS with AI: Kiro and Bedrock · 5 lessonsai-for-engineersagentic-aiworkflowsquickintermediate
- Module 3Building the full stack with Kiroin Build Apps on AWS with AI: Kiro and Bedrock · 5 lessonsai-for-engineersagentic-aiworkflowsquickintermediate
- Module 4Quality, deployment and adoptionin Build Apps on AWS with AI: Kiro and Bedrock · 6 lessonsai-for-engineersagentic-aiworkflowsquickintermediate
- Module 5Final assessmentin Build Apps on AWS with AI: Kiro and Bedrock · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · workflows · quick · intermediate
- Module 1Start herein Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 1 lessonai-for-engineersmcp-integrationsstandardintermediate
- Module 2Bedrock and the AWS AI mapin Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 3Models, prompts and the first callin Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 4Building the applicationin Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 5RAG with Bedrock Knowledge Basesin Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 5 lessonsai-for-engineerscontext-ragmcp-integrationsstandardintermediate
- Module 6Agents on AgentCorein Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 7 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
- Module 7Serverless, security and operationsin Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 8 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 8Final examin Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · context-rag · mcp-integrations · standard · intermediate
- Module 1Start herein Build NLP Applications with Deep Learning and Transformers · 1 lessonai-for-engineersworkflowsstandardintermediate
- Module 2NLP foundationsin Build NLP Applications with Deep Learning and Transformers · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 3Deep learning for textin Build NLP Applications with Deep Learning and Transformers · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 4Sequence modelsin Build NLP Applications with Deep Learning and Transformers · 3 lessonsai-for-engineersworkflowsstandardintermediate
- Module 5Classification in practicein Build NLP Applications with Deep Learning and Transformers · 2 lessonsai-for-engineersworkflowsstandardintermediate
- Module 6Transformersin Build NLP Applications with Deep Learning and Transformers · 6 lessonsai-for-engineersworkflowsstandardintermediate
- Module 7LLM applicationsin Build NLP Applications with Deep Learning and Transformers · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 8Deploymentin Build NLP Applications with Deep Learning and Transformers · 6 lessonsai-for-engineersworkflowsstandardintermediate
- Module 9Final examin Build NLP Applications with Deep Learning and Transformers · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · workflows · standard · intermediate
- Module 1Start herein Build Voice AI Agents That Answer the Phone · 1 lessonai-for-engineersworkflowsquickadvanced
- Module 2How a voice agent hears and speaksin Build Voice AI Agents That Answer the Phone · 4 lessonsai-for-engineersagentic-aiworkflowsquickadvanced
- Module 3Running the conversationin Build Voice AI Agents That Answer the Phone · 3 lessonsai-for-engineersworkflowsquickadvanced
- Module 4Phone lines, testing and safetyin Build Voice AI Agents That Answer the Phone · 6 lessonsai-for-engineersworkflowsquickadvanced
- Module 5Final examin Build Voice AI Agents That Answer the Phone · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · workflows · quick · advanced
- Module 1Start herein Build and Run GPU Infrastructure for AI · 1 lessonai-for-engineersworkflowsstandardintermediate
- Module 2Why AI runs on GPUsin Build and Run GPU Infrastructure for AI · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 3CUDA and the software stackin Build and Run GPU Infrastructure for AI · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 4Training on one GPU, then manyin Build and Run GPU Infrastructure for AI · 6 lessonsai-for-engineersworkflowsstandardintermediate
- Module 5Compute, network and storagein Build and Run GPU Infrastructure for AI · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 6Containers and Kubernetes for GPUsin Build and Run GPU Infrastructure for AI · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 7Serving models fastin Build and Run GPU Infrastructure for AI · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 8Cloud, cost and operationsin Build and Run GPU Infrastructure for AI · 7 lessonsai-for-engineersworkflowsstandardintermediate
- Module 9Final examin Build and Run GPU Infrastructure for AI · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · workflows · standard · 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 1Start herein Building and Securing a Custom MCP Server · 1 lessonai-for-engineersmcp-integrationsresponsible-aiquickadvanced
- Module 2Baseline and first toolin Building and Securing a Custom MCP Server · 3 lessonsai-for-engineersmcp-integrationsresponsible-aiquickadvanced
- Module 3Contractsin Building and Securing a Custom MCP Server · 2 lessonsai-for-engineersmcp-integrationsresponsible-aiquickadvanced
- Module 4Identity and permissionsin Building and Securing a Custom MCP Server · 4 lessonsai-for-engineersmcp-integrationsresponsible-aiquickadvanced
- Module 5Hardeningin Building and Securing a Custom MCP Server · 3 lessonsai-for-engineersmcp-integrationsresponsible-aiquickadvanced
- Module 6Releasein Building and Securing a Custom MCP Server · 3 lessonsai-for-engineersmcp-integrationsresponsible-aiquickadvanced
- Module 7Final examin Building and Securing a Custom MCP Server · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · mcp-integrations · responsible-ai · quick · advanced
- Module 1Start herein Building with the Claude API · 1 lessonai-for-engineersworkflowsquickintermediate
- Module 2First callsin Building with the Claude API · 4 lessonsai-for-engineersworkflowsquickintermediate
- Module 3Controlling the responsein Building with the Claude API · 4 lessonsai-for-engineersworkflowsquickintermediate
- Module 4Inputs, cost and reasoningin Building with the Claude API · 4 lessonsai-for-engineersworkflowsquickintermediate
- Module 5Production shapein Building with the Claude API · 6 lessonsai-for-engineersworkflowsquickintermediate
- 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 1Start herein Claude Certified Architect – Foundations: The Complete Exam Preparation · 1 lessonai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
- Module 2The architect’s framein Claude Certified Architect – Foundations: The Complete Exam Preparation · 9 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
- Module 3Agentic architecture and orchestrationin Claude Certified Architect – Foundations: The Complete Exam Preparation · 22 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
- Module 4Tool design and MCPin Claude Certified Architect – Foundations: The Complete Exam Preparation · 14 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
- Module 5Context management and reliabilityin Claude Certified Architect – Foundations: The Complete Exam Preparation · 14 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
- Module 6Claude Code configuration and workflowsin Claude Certified Architect – Foundations: The Complete Exam Preparation · 15 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
- Module 7Prompt engineering and structured outputin Claude Certified Architect – Foundations: The Complete Exam Preparation · 15 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
- Module 8Scenarios and exam readinessin Claude Certified Architect – Foundations: The Complete Exam Preparation · 10 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
- Module 9Final assessmentin Claude Certified Architect – Foundations: The Complete Exam Preparation · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · claude-code · mcp-integrations · flagship · advanced
- Module 1Welcomein Claude Code Best Practices · 1 lessonai-for-engineersprompt-engineeringclaude-codequickintermediate
- Module 2Foundationsin Claude Code Best Practices · 4 lessonsai-for-engineersprompt-engineeringclaude-codequickintermediate
- Module 3Be rightin Claude Code Best Practices · 4 lessonsai-for-engineersprompt-engineeringclaude-codequickintermediate
- Module 4Review and guardin Claude Code Best Practices · 3 lessonsai-for-engineersprompt-engineeringclaude-codequickintermediate
- Module 5Real codein Claude Code Best Practices · 5 lessonsai-for-engineersprompt-engineeringclaude-codequickintermediate
- Module 6Final examin Claude Code Best Practices · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · prompt-engineering · claude-code · quick · intermediate
- Module 1Start herein Claude Code for Beginners · 1 lessonai-for-engineersclaude-codequickfoundational
- Module 2Getting startedin Claude Code for Beginners · 3 lessonsai-for-engineersclaude-codequickfoundational
- Module 3Controlin Claude Code for Beginners · 3 lessonsai-for-engineersclaude-codequickfoundational
- Module 4A real taskin Claude Code for Beginners · 6 lessonsai-for-engineersclaude-codequickfoundational
- Module 5Final assessmentin Claude Code for Beginners · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · claude-code · quick · foundational
- Module 1Start herein Claude Code in Action · 1 lessonai-for-engineersclaude-codemcp-integrationsworkflowsquickintermediate
- Module 2Prepare the workin Claude Code in Action · 3 lessonsai-for-engineersclaude-codemcp-integrationsworkflowsquickintermediate
- Module 3Run it unattendedin Claude Code in Action · 3 lessonsai-for-engineersclaude-codemcp-integrationsworkflowsquickintermediate
- Module 4Team automationin Claude Code in Action · 6 lessonsai-for-engineersclaude-codemcp-integrationsworkflowsquickintermediate
- Module 5Final assessmentin Claude Code in Action · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · claude-code · mcp-integrations · workflows · quick · intermediate
- Module 1Welcomein Claude Code on a Real Codebase · 1 lessonai-for-engineersclaude-codeworkflowsquickintermediate
- Module 2Start safelyin Claude Code on a Real Codebase · 3 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
- Module 3Control what Claude can doin Claude Code on a Real Codebase · 4 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
- Module 4Do the work and ship itin Claude Code on a Real Codebase · 6 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
- Module 5Final assessmentin Claude Code on a Real Codebase · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · claude-code · workflows · quick · intermediate
- Module 1Start herein CrewAI: Build and Ship Multi-Agent Systems · 1 lessonai-for-engineersagentic-aistandardintermediate
- Module 2Foundations and setupin CrewAI: Build and Ship Multi-Agent Systems · 4 lessonsai-for-engineersagentic-aistandardintermediate
- Module 3Designing agent teamsin CrewAI: Build and Ship Multi-Agent Systems · 7 lessonsai-for-engineersagentic-aistandardintermediate
- Module 4Tools, knowledge and modelsin CrewAI: Build and Ship Multi-Agent Systems · 5 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 5Flows, humans and productionin CrewAI: Build and Ship Multi-Agent Systems · 9 lessonsai-for-engineersagentic-aistandardintermediate
- 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 1Start herein Cursor: Build Full-Stack Apps with AI Agents · 1 lessonai-for-engineersagentic-aiquickintermediate
- Module 2Cursor todayin Cursor: Build Full-Stack Apps with AI Agents · 2 lessonsai-for-engineersagentic-aiquickintermediate
- Module 3Contextin Cursor: Build Full-Stack Apps with AI Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
- Module 4Agent workflowin Cursor: Build Full-Stack Apps with AI Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
- Module 5Building the appin Cursor: Build Full-Stack Apps with AI Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
- Module 6Quality and shippingin Cursor: Build Full-Stack Apps with AI Agents · 11 lessonsai-for-engineersagentic-aiquickintermediate
- Module 7Final examin Cursor: Build Full-Stack Apps with AI Agents · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · quick · intermediate
- Module 1Start herein Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 1 lessonai-for-engineersworkflowsstandardadvanced
- Module 2The decision to fine-tunein Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersworkflowsstandardadvanced
- Module 3Preparing the datain Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 3 lessonsai-for-engineersworkflowsstandardadvanced
- Module 4Supervised fine-tuningin Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersworkflowsstandardadvanced
- Module 5LoRA and QLoRAin Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersworkflowsstandardadvanced
- Module 6Evaluationin Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersai-evalsworkflowsstandardadvanced
- Module 7Optimising for inferencein Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 3 lessonsai-for-engineersworkflowsstandardadvanced
- Module 8Preference optimisationin Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 3 lessonsai-for-engineersworkflowsstandardadvanced
- Module 9Deployment and operationsin Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersworkflowsstandardadvanced
- Module 10Enterprise practice and the labin Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 5 lessonsai-for-engineersworkflowsstandardadvanced
- 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 Generative AI for Security Operations: Triage, Hunt and Respond · 1 lessonai-for-engineersworkflowsstandardintermediate
- Module 2The SOC and AIin Generative AI for Security Operations: Triage, Hunt and Respond · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 3Triage and huntingin Generative AI for Security Operations: Triage, Hunt and Respond · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 4Threat intelligencein Generative AI for Security Operations: Triage, Hunt and Respond · 2 lessonsai-for-engineersworkflowsstandardintermediate
- Module 5The Microsoft stackin Generative AI for Security Operations: Triage, Hunt and Respond · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 6Response and phishingin Generative AI for Security Operations: Triage, Hunt and Respond · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 7Securing your AIin Generative AI for Security Operations: Triage, Hunt and Respond · 3 lessonsai-for-engineersresponsible-aiworkflowsstandardintermediate
- Module 8Measure and buildin Generative AI for Security Operations: Triage, Hunt and Respond · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 9Final examin Generative AI for Security Operations: Triage, Hunt and Respond · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · responsible-ai · workflows · standard · intermediate
- 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 1Start herein Google Antigravity: Build Applications with AI Development Agents · 1 lessonai-for-engineersagentic-aiquickintermediate
- Module 2Foundationsin Google Antigravity: Build Applications with AI Development Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
- Module 3Steeringin Google Antigravity: Build Applications with AI Development Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
- Module 4Capabilitiesin Google Antigravity: Build Applications with AI Development Agents · 4 lessonsai-for-engineersagentic-aiquickintermediate
- Module 5Build and testin Google Antigravity: Build Applications with AI Development Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
- Module 6Agents in your own codein Google Antigravity: Build Applications with AI Development Agents · 6 lessonsai-for-engineersagentic-aiquickintermediate
- Module 7Capstonein Google Antigravity: Build Applications with AI Development Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
- Module 8Final examin Google Antigravity: Build Applications with AI Development Agents · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · quick · intermediate
- 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 1Start herein Java Full Stack Engineering with AI-DLC · 1 lessonai-for-engineersworkflowsstandardintermediate
- Module 2AI-DLC and your Java 25 labin Java Full Stack Engineering with AI-DLC · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 3Spring Boot 4.1 backendin Java Full Stack Engineering with AI-DLC · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 4Database and application integrationin Java Full Stack Engineering with AI-DLC · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 5AI-assisted testing and qualityin Java Full Stack Engineering with AI-DLC · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 6Security, errors and secretsin Java Full Stack Engineering with AI-DLC · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 7Build, ship and maintainin Java Full Stack Engineering with AI-DLC · 7 lessonsai-for-engineersworkflowsstandardintermediate
- Module 8Final examin Java Full Stack Engineering with AI-DLC · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · workflows · standard · intermediate
- Module 1Start herein Kiro: Turn Requirements into Working Software · 1 lessonai-for-engineersworkflowsquickintermediate
- Module 2What Kiro isin Kiro: Turn Requirements into Working Software · 3 lessonsai-for-engineersworkflowsquickintermediate
- Module 3Spec-driven developmentin Kiro: Turn Requirements into Working Software · 3 lessonsai-for-engineersworkflowsquickintermediate
- Module 4Steering, hooks and MCPin Kiro: Turn Requirements into Working Software · 3 lessonsai-for-engineersworkflowsquickintermediate
- Module 5Build and verify a featurein Kiro: Turn Requirements into Working Software · 3 lessonsai-for-engineersworkflowsquickintermediate
- Module 6To productionin Kiro: Turn Requirements into Working Software · 4 lessonsai-for-engineersworkflowsquickintermediate
- Module 7Final assessmentin Kiro: Turn Requirements into Working Software · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · workflows · quick · intermediate
- Module 1Start herein LangChain v1: Build, Evaluate and Ship AI Agents · 1 lessonai-for-engineersagentic-aistandardintermediate
- Module 2The LangChain v1 stackin LangChain v1: Build, Evaluate and Ship AI Agents · 3 lessonsai-for-engineersagentic-aistandardintermediate
- Module 3Agents, tools and middlewarein LangChain v1: Build, Evaluate and Ship AI Agents · 4 lessonsai-for-engineersagentic-aistandardintermediate
- Module 4Retrieval the LangChain wayin LangChain v1: Build, Evaluate and Ship AI Agents · 6 lessonsai-for-engineerscontext-ragai-evalsstandardintermediate
- Module 5Memory and statein LangChain v1: Build, Evaluate and Ship AI Agents · 5 lessonsai-for-engineerscontext-ragstandardintermediate
- Module 6Tracing, evaluation and trustin LangChain v1: Build, Evaluate and Ship AI Agents · 6 lessonsai-for-engineersai-evalsstandardintermediate
- Module 7Ship itin LangChain v1: Build, Evaluate and Ship AI Agents · 8 lessonsai-for-engineersagentic-aistandardintermediate
- 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 MCP for Developers: Build and Connect Servers to Claude · 1 lessonai-for-engineersagentic-aimcp-integrationsstandardintermediate
- Module 2How MCP fits togetherin MCP for Developers: Build and Connect Servers to Claude · 3 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
- Module 3How MCP talksin MCP for Developers: Build and Connect Servers to Claude · 3 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
- Module 4Build and connectin MCP for Developers: Build and Connect Servers to Claude · 6 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
- Module 5Productionin MCP for Developers: Build and Connect Servers to Claude · 10 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
- 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 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 Microsoft Copilot Studio: The Complete Course · 2 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 2The Microsoft AI mapin Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 3Licensing and costin Microsoft Copilot Studio: The Complete Course · 5 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 4Identity and tenancyin Microsoft Copilot Studio: The Complete Course · 5 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 5Data and groundingin Microsoft Copilot Studio: The Complete Course · 5 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 6The Power Platform foundationin Microsoft Copilot Studio: The Complete Course · 8 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 7Models, protocols and the pro-code mapin Microsoft Copilot Studio: The Complete Course · 6 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 8Your first agent, both waysin Microsoft Copilot Studio: The Complete Course · 6 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 9Knowledge that answersin Microsoft Copilot Studio: The Complete Course · 6 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 10Tools and integrationin Microsoft Copilot Studio: The Complete Course · 10 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 11Deterministic controlin Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 12The GitHub Copilot harness in depthin Microsoft Copilot Studio: The Complete Course · 5 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 13Autonomous agents and people in the loopin Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 14Multi-agent solutionsin Microsoft Copilot Studio: The Complete Course · 5 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 15Security, evaluation and monitoringin Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 16ALM and shippingin Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 17Capstone and exam mapin Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
- Module 1Start herein Microsoft Foundry: Enterprise AI Engineering · 1 lessonai-for-engineersmcp-integrationsstandardintermediate
- Module 2The renamed platformin Microsoft Foundry: Enterprise AI Engineering · 6 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 3Models and first callsin Microsoft Foundry: Enterprise AI Engineering · 5 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 4Agents in Foundryin Microsoft Foundry: Enterprise AI Engineering · 8 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
- Module 5Knowledge and searchin Microsoft Foundry: Enterprise AI Engineering · 6 lessonsai-for-engineerscontext-ragmcp-integrationsstandardintermediate
- Module 6Security and governancein Microsoft Foundry: Enterprise AI Engineering · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 7Operating and payingin Microsoft Foundry: Enterprise AI Engineering · 10 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 8Final examin Microsoft Foundry: Enterprise AI Engineering · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · context-rag · mcp-integrations · standard · intermediate
- Module 1Start herein Multi-Agent Systems with Microsoft Agent Framework · 1 lessonai-for-engineersagentic-aistandardintermediate
- Module 2Decide first, then set upin Multi-Agent Systems with Microsoft Agent Framework · 5 lessonsai-for-engineersagentic-aistandardintermediate
- Module 3One agent, done properlyin Multi-Agent Systems with Microsoft Agent Framework · 4 lessonsai-for-engineersagentic-aistandardintermediate
- Module 4Teams and workflowsin Multi-Agent Systems with Microsoft Agent Framework · 5 lessonsai-for-engineersagentic-aistandardintermediate
- Module 5Stopping, errors and humansin Multi-Agent Systems with Microsoft Agent Framework · 3 lessonsai-for-engineersagentic-aistandardintermediate
- Module 6Tools, integrations and safetyin Multi-Agent Systems with Microsoft Agent Framework · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
- Module 7Evaluate, debug and costin Multi-Agent Systems with Microsoft Agent Framework · 6 lessonsai-for-engineersagentic-aistandardintermediate
- Module 8AutoGen and choosingin Multi-Agent Systems with Microsoft Agent Framework · 3 lessonsai-for-engineersagentic-aistandardintermediate
- Module 9Production and capstonein Multi-Agent Systems with Microsoft Agent Framework · 4 lessonsai-for-engineersagentic-aistandardintermediate
- Module 10Final examin Multi-Agent Systems with Microsoft Agent Framework · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · mcp-integrations · standard · intermediate
- Module 1Start herein OpenAI Codex: Build and Maintain Software with AI Coding Agents · 1 lessonai-for-engineersagentic-aistandardadvanced
- Module 2The Codex familyin OpenAI Codex: Build and Maintain Software with AI Coding Agents · 3 lessonsai-for-engineersagentic-aistandardadvanced
- Module 3Setting up the CLIin OpenAI Codex: Build and Maintain Software with AI Coding Agents · 3 lessonsai-for-engineersagentic-aistandardadvanced
- Module 4Building featuresin OpenAI Codex: Build and Maintain Software with AI Coding Agents · 3 lessonsai-for-engineersagentic-aistandardadvanced
- Module 5Maintaining softwarein OpenAI Codex: Build and Maintain Software with AI Coding Agents · 3 lessonsai-for-engineersagentic-aistandardadvanced
- Module 6Safety and qualityin OpenAI Codex: Build and Maintain Software with AI Coding Agents · 2 lessonsai-for-engineersagentic-aistandardadvanced
- Module 7Building on the OpenAI APIin OpenAI Codex: Build and Maintain Software with AI Coding Agents · 8 lessonsai-for-engineersagentic-aistandardadvanced
- Module 8Capstonein OpenAI Codex: Build and Maintain Software with AI Coding Agents · 3 lessonsai-for-engineersagentic-aistandardadvanced
- Module 9Final assessmentin OpenAI Codex: Build and Maintain Software with AI Coding Agents · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · standard · advanced
- 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 1Welcomein Parallel Claude Code Sessions Without Breaking the Build · 1 lessonai-for-engineersclaude-codeworkflowsquickintermediate
- Module 2Why sessions collidein Parallel Claude Code Sessions Without Breaking the Build · 3 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
- Module 3Worktreesin Parallel Claude Code Sessions Without Breaking the Build · 4 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
- Module 4Guards and teammatesin Parallel Claude Code Sessions Without Breaking the Build · 3 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
- Module 5Landing the workin Parallel Claude Code Sessions Without Breaking the Build · 6 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
- Module 6Final examin Parallel Claude Code Sessions Without Breaking the Build · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · claude-code · workflows · quick · intermediate
- Module 1Start herein Python Full Stack Engineering with AI-DLC · 1 lessonai-for-engineersworkflowsstandardintermediate
- Module 2AI-DLC, the method and your workflowin Python Full Stack Engineering with AI-DLC · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 3Python backend with Django and FastAPIin Python Full Stack Engineering with AI-DLC · 8 lessonsai-for-engineersworkflowsstandardintermediate
- Module 4The front end as a thin layerin Python Full Stack Engineering with AI-DLC · 2 lessonsai-for-engineersworkflowsstandardintermediate
- Module 5Testing, debugging and reviewin Python Full Stack Engineering with AI-DLC · 3 lessonsai-for-engineersworkflowsstandardintermediate
- Module 6Security, errors and performancein Python Full Stack Engineering with AI-DLC · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 7Delivery, CI, containers and deploymentin Python Full Stack Engineering with AI-DLC · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 8Capstone, Request Deskin Python Full Stack Engineering with AI-DLC · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 9Final examin Python Full Stack Engineering with AI-DLC · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · workflows · standard · intermediate
- Module 1Start herein Rolling Out Claude Code Across Your Company · 1 lessonai-for-engineersai-for-leadersprompt-engineeringclaude-codeworkflowsquickintermediate
- Module 2Productivity foundationsin Rolling Out Claude Code Across Your Company · 5 lessonsai-for-engineersai-for-leadersprompt-engineeringclaude-codeworkflowsquickintermediate
- Module 3Advanced prompting and AI-DLCin Rolling Out Claude Code Across Your Company · 5 lessonsai-for-engineersai-for-leadersprompt-engineeringclaude-codeworkflowsquickintermediate
- Module 4Adoption and capstonein Rolling Out Claude Code Across Your Company · 6 lessonsai-for-engineersai-for-leadersprompt-engineeringclaude-codeworkflowsquickintermediate
- Module 5Final assessmentin Rolling Out Claude Code Across Your Company · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-for-leaders · prompt-engineering · claude-code · workflows · 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 Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 1 lessonai-for-engineersworkflowsstandardintermediate
- Module 2Foundations of on-device AIin Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 3 lessonsai-for-engineersworkflowsstandardintermediate
- Module 3Architecture and the device budgetin Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 4Making models smallerin Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 3 lessonsai-for-engineersworkflowsstandardintermediate
- Module 5Runtimes and frameworksin Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 6Building an offline assistantin Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 7Performance engineeringin Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 3 lessonsai-for-engineersworkflowsstandardintermediate
- Module 8Privacy and security on the devicein Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 4 lessonsai-for-engineersworkflowsstandardintermediate
- Module 9Edge AI in productionin Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 5 lessonsai-for-engineersworkflowsstandardintermediate
- Module 10Final examin Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · workflows · standard · intermediate
- Module 1Start herein SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 1 lessonai-for-engineerscontext-ragstandardintermediate
- Module 2The map and the honest limitsin SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 4 lessonsai-for-engineerscontext-ragstandardintermediate
- Module 3Joule in the business suitein SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 5 lessonsai-for-engineerscontext-ragstandardintermediate
- Module 4The Generative AI Hub, hands-onin SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 7 lessonsai-for-engineerscontext-ragstandardintermediate
- Module 5Grounding answersin SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 4 lessonsai-for-engineerscontext-ragstandardintermediate
- Module 6Documents and tablesin SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 4 lessonsai-for-engineerscontext-ragstandardintermediate
- Module 7Agents and MCPin SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 4 lessonsai-for-engineersagentic-aicontext-ragmcp-integrationsstandardintermediate
- Module 8Certification and your planin SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 4 lessonsai-for-engineerscontext-ragstandardintermediate
- Module 9Final examin SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · context-rag · mcp-integrations · standard · intermediate
- Module 1Start herein Salesforce Development with AI · 1 lessonai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
- Module 2Foundationsin Salesforce Development with AI · 4 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
- Module 3Apex with AIin Salesforce Development with AI · 5 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
- Module 4Declarative and LWCin Salesforce Development with AI · 4 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
- Module 5Tools and agentsin Salesforce Development with AI · 5 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
- Module 6Ship itin Salesforce Development with AI · 5 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
- Module 7Final assessmentin Salesforce Development with AI · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · agentic-ai · claude-code · mcp-integrations · standard · 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
- Module 1Start herein Vibe Coding: Build an App Without Writing Code · 1 lessonai-for-engineersworkflowsquickfoundational
- Module 2Vibe coding and the toolsin Vibe Coding: Build an App Without Writing Code · 5 lessonsai-for-engineersworkflowsquickfoundational
- Module 3Brief and iteratein Vibe Coding: Build an App Without Writing Code · 3 lessonsai-for-engineersworkflowsquickfoundational
- Module 4Build it three waysin Vibe Coding: Build an App Without Writing Code · 6 lessonsai-for-engineersworkflowsquickfoundational
- Module 5AI and paymentsin Vibe Coding: Build an App Without Writing Code · 3 lessonsai-for-engineersworkflowsquickfoundational
- Module 6Ship it safelyin Vibe Coding: Build an App Without Writing Code · 4 lessonsai-for-engineersworkflowsquickfoundational
- Module 7Free labin Vibe Coding: Build an App Without Writing Code · 3 lessonsai-for-engineersworkflowsquickfoundational
- Module 8Finalin Vibe Coding: Build an App Without Writing Code · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · workflows · quick · foundational
- Module 1Start herein Windsurf and Devin: Build Software with an AI Partner · 1 lessonai-for-engineersworkflowsquickintermediate
- Module 2The toolin Windsurf and Devin: Build Software with an AI Partner · 3 lessonsai-for-engineersworkflowsquickintermediate
- Module 3Context the agent can usein Windsurf and Devin: Build Software with an AI Partner · 3 lessonsai-for-engineersworkflowsquickintermediate
- Module 4Driving the agentin Windsurf and Devin: Build Software with an AI Partner · 3 lessonsai-for-engineersworkflowsquickintermediate
- Module 5Build, test and reviewin Windsurf and Devin: Build Software with an AI Partner · 3 lessonsai-for-engineersworkflowsquickintermediate
- Module 6Ship it safelyin Windsurf and Devin: Build Software with an AI Partner · 4 lessonsai-for-engineersworkflowsquickintermediate
- Module 7Final assessmentin Windsurf and Devin: Build Software with an AI Partner · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · workflows · quick · intermediate