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AI for Business0AI Governance0AI Literacy0Claude AI1 Technical AI3

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AI for Engineers4 AI for Product Managers3 AI for Leaders2AI for Designers0AI for Marketers6 AI for Data & Analysts3 AI for Founders3

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Technical AIFree · 14 daysPackage Your Team’s Know-How as Agent SkillsFor developers, platform teams and technical power users who run a coding agent across a team.49 min14 lessons
Technical AIFree · 14 daysRun Small Language Models on Devices: Optimise, Deploy and BenchmarkFor AI and ML engineers, software and embedded developers and edge architects.1.5 hours33 lessons
Technical AIFree · 14 daysBuild AI Workflows and Agents with n8nFor analysts, operations staff, developers and IT professionals.1.9 hours42 lessons
Claude AIClaude Code for BeginnersFor developers new to Claude Code.1.2 hours14 lessonsFree

Matching modules

431 modules

Module 1Start here
in AI for Data Engineers: Build, Test and Document Pipelines Faster · 1 lessonai-for-engineersmcp-integrationsstandardintermediate
Module 2Where AI fits in data engineering
in AI for Data Engineers: Build, Test and Document Pipelines Faster · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 3Building pipelines with AI
in AI for Data Engineers: Build, Test and Document Pipelines Faster · 5 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
Module 4Models inside the pipeline
in AI for Data Engineers: Build, Test and Document Pipelines Faster · 4 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
Module 5Quality, metadata and governance
in AI for Data Engineers: Build, Test and Document Pipelines Faster · 5 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 6Analytics and operations
in AI for Data Engineers: Build, Test and Document Pipelines Faster · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 7Capstone
in AI for Data Engineers: Build, Test and Document Pipelines Faster · 2 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 8Final exam
in 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 here
in AI for Database Administrators: Tune, Monitor and Automate Safely · 1 lessonai-for-engineersmcp-integrationsworkflowsstandardintermediate
Module 2What AI can do for a DBA
in AI for Database Administrators: Tune, Monitor and Automate Safely · 4 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
Module 3Prompting for DBAs
in AI for Database Administrators: Tune, Monitor and Automate Safely · 4 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
Module 4Monitoring and performance
in AI for Database Administrators: Tune, Monitor and Automate Safely · 4 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
Module 5Agents for database operations
in AI for Database Administrators: Tune, Monitor and Automate Safely · 5 lessonsai-for-engineersagentic-aimcp-integrationsworkflowsstandardintermediate
Module 6Security, compliance and incidents
in AI for Database Administrators: Tune, Monitor and Automate Safely · 4 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
Module 7Backup and recovery
in AI for Database Administrators: Tune, Monitor and Automate Safely · 3 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
Module 8Capstone lab
in AI for Database Administrators: Tune, Monitor and Automate Safely · 2 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
Module 9Final exam
in 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 here
in AI for Front-End Developers · 1 lessonai-for-engineersai-for-designersprompt-engineeringmcp-integrationsworkflowsquickintermediate
Module 2AI foundations for UI developers
in AI for Front-End Developers · 5 lessonsai-for-engineersai-for-designersprompt-engineeringmcp-integrationsworkflowsquickintermediate
Module 3Building accessible, responsive interfaces with AI
in AI for Front-End Developers · 6 lessonsai-for-engineersai-for-designersprompt-engineeringmcp-integrationsworkflowsquickintermediate
Module 4Angular, agents and shipping a frontend build
in AI for Front-End Developers · 7 lessonsai-for-engineersai-for-designersprompt-engineeringmcp-integrationsworkflowsquickintermediate
Module 5Final assessment
in 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 here
in AI for Full-Stack Development · 1 lessonai-for-engineersprompt-engineeringagentic-aiquickintermediate
Module 2AI foundations and GitHub Copilot
in AI for Full-Stack Development · 5 lessonsai-for-engineersprompt-engineeringagentic-aiquickintermediate
Module 3Building the MERN stack with AI
in AI for Full-Stack Development · 10 lessonsai-for-engineersprompt-engineeringagentic-aiquickintermediate
Module 4Quality, delivery and agents
in AI for Full-Stack Development · 13 lessonsai-for-engineersprompt-engineeringagentic-aiquickintermediate
Module 5Final assessment
in 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 here
in AI for Software Testers · 1 lessonai-for-engineersprompt-engineeringmcp-integrationsworkflowsquickintermediate
Module 2Foundations and the Copilot ecosystem
in AI for Software Testers · 5 lessonsai-for-engineersprompt-engineeringmcp-integrationsworkflowsquickintermediate
Module 3Advanced AI tools and automation
in AI for Software Testers · 6 lessonsai-for-engineersprompt-engineeringmcp-integrationsworkflowsquickintermediate
Module 4AI collaboration, reporting and the capstone
in AI for Software Testers · 7 lessonsai-for-engineersprompt-engineeringmcp-integrationsworkflowsquickintermediate
Module 5Final assessment
in 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 here
in AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 1 lessonai-for-engineersai-evalsworkflowsquickintermediate
Module 2AI-DLC and Spec Kit
in AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 3 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 3Specs an agent can use
in AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 3 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 4Spec Kit end to end
in AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 6 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 5Keeping specs alive and checked
in AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 4 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 6Governance and traceability
in AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 4 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 7Judgement, cost and capstone
in AI-DLC with Spec Kit: Deliver AI Features from Spec to Pull Request · 6 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 8Final exam
in 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 here
in AI-Driven .NET Engineering · 1 lessonai-for-engineersprompt-engineeringworkflowsstandardintermediate
Module 2AI-powered development
in AI-Driven .NET Engineering · 6 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
Module 3Building the API
in AI-Driven .NET Engineering · 4 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
Module 4Data with EF Core 10
in AI-Driven .NET Engineering · 4 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
Module 5Security and reliability
in AI-Driven .NET Engineering · 4 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
Module 6Testing, review and delivery
in AI-Driven .NET Engineering · 6 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
Module 7Capstone
in AI-Driven .NET Engineering · 4 lessonsai-for-engineersprompt-engineeringworkflowsstandardintermediate
Module 8Final exam
in AI-Driven .NET Engineering · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · prompt-engineering · workflows · standard · intermediate
Module 1Start here
in AI-Driven Software Architecture: Design Systems That Hold Up · 1 lessonai-for-engineerscontext-ragstandardadvanced
Module 2AI for software architects
in AI-Driven Software Architecture: Design Systems That Hold Up · 3 lessonsai-for-engineerscontext-ragstandardadvanced
Module 3Architecture styles and documentation
in AI-Driven Software Architecture: Design Systems That Hold Up · 5 lessonsai-for-engineerscontext-ragstandardadvanced
Module 4AI application and data architecture
in AI-Driven Software Architecture: Design Systems That Hold Up · 6 lessonsai-for-engineerscontext-ragstandardadvanced
Module 5Agents and enterprise integration
in AI-Driven Software Architecture: Design Systems That Hold Up · 5 lessonsai-for-engineersagentic-aicontext-ragmcp-integrationsstandardadvanced
Module 6Cloud, security and scale
in AI-Driven Software Architecture: Design Systems That Hold Up · 7 lessonsai-for-engineerscontext-ragstandardadvanced
Module 7Evaluation and capstone
in AI-Driven Software Architecture: Design Systems That Hold Up · 7 lessonsai-for-engineerscontext-ragstandardadvanced
Module 8Final exam
in 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 1Welcome
in Ask AI About Your Own Documents (RAG) · 1 lessonai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
Module 2Prepare the documents
in Ask AI About Your Own Documents (RAG) · 4 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
Module 3Store and retrieve
in Ask AI About Your Own Documents (RAG) · 3 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
Module 4Answer and measure
in Ask AI About Your Own Documents (RAG) · 3 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
Module 5Diagnose and improve
in Ask AI About Your Own Documents (RAG) · 5 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
Module 6Final exam
in 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 here
in Automate Web Tasks Safely with Browser and Computer Use Agents · 1 lessonai-for-engineersmcp-integrationsworkflowsquickintermediate
Module 2Choosing a screen agent
in Automate Web Tasks Safely with Browser and Computer Use Agents · 3 lessonsai-for-engineersagentic-aimcp-integrationsworkflowsquickintermediate
Module 3Building screen agents
in Automate Web Tasks Safely with Browser and Computer Use Agents · 3 lessonsai-for-engineersagentic-aimcp-integrationsworkflowsquickintermediate
Module 4Safe and reliable
in Automate Web Tasks Safely with Browser and Computer Use Agents · 4 lessonsai-for-engineersmcp-integrationsworkflowsquickintermediate
Module 5Products and practice
in Automate Web Tasks Safely with Browser and Computer Use Agents · 4 lessonsai-for-engineersmcp-integrationsworkflowsquickintermediate
Module 6Final exam
in 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 here
in Better Search Results for Your AI App · 1 lessonai-for-engineerscontext-ragai-evalsquickadvanced
Module 2Chunking
in Better Search Results for Your AI App · 4 lessonsai-for-engineerscontext-ragai-evalsquickadvanced
Module 3Reranking
in Better Search Results for Your AI App · 4 lessonsai-for-engineerscontext-ragai-evalsquickadvanced
Module 4Evaluation
in Better Search Results for Your AI App · 8 lessonsai-for-engineerscontext-ragai-evalsquickadvanced
Module 5Final
in 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 here
in Build .NET Apps Faster with AI · 1 lessonai-for-engineersagentic-aiclaude-codemcp-integrationsquickintermediate
Module 2Vibe coding, specs and standards
in Build .NET Apps Faster with AI · 5 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsquickintermediate
Module 3AI in existing .NET applications
in Build .NET Apps Faster with AI · 5 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsquickintermediate
Module 4Testing, security, MCP and governance
in Build .NET Apps Faster with AI · 8 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsquickintermediate
Module 5Final assessment
in 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 here
in Build AI Apps and Agents on Google Cloud with Gemini · 1 lessonai-for-engineersagentic-aiquickintermediate
Module 2The Google AI stack today
in Build AI Apps and Agents on Google Cloud with Gemini · 3 lessonsai-for-engineersagentic-aiquickintermediate
Module 3Gemini models and prompts
in Build AI Apps and Agents on Google Cloud with Gemini · 3 lessonsai-for-engineersagentic-aiquickintermediate
Module 4Building on Agent Platform
in Build AI Apps and Agents on Google Cloud with Gemini · 3 lessonsai-for-engineersagentic-aiquickintermediate
Module 5Knowledge and grounding
in Build AI Apps and Agents on Google Cloud with Gemini · 3 lessonsai-for-engineerscontext-ragquickintermediate
Module 6Agents with ADK
in Build AI Apps and Agents on Google Cloud with Gemini · 4 lessonsai-for-engineersagentic-aiquickintermediate
Module 7Security, evaluation and cost
in Build AI Apps and Agents on Google Cloud with Gemini · 5 lessonsai-for-engineersagentic-aiquickintermediate
Module 8Final exam
in 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 here
in Build AI Features That Read Documents, Screenshots and Charts · 1 lessonai-for-engineersworkflowsquickintermediate
Module 2Reading documents
in Build AI Features That Read Documents, Screenshots and Charts · 4 lessonsai-for-engineersworkflowsquickintermediate
Module 3Charts, screenshots and photos
in Build AI Features That Read Documents, Screenshots and Charts · 3 lessonsai-for-engineersworkflowsquickintermediate
Module 4Quality, privacy and the lab
in Build AI Features That Read Documents, Screenshots and Charts · 5 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 5Final exam
in 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 here
in Build AI Workflows and Agents with n8n · 1 lessonai-for-engineersmcp-integrationsstandardintermediate
Module 2Meet n8n 2.x
in Build AI Workflows and Agents with n8n · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 3Webhooks, data and reliability
in Build AI Workflows and Agents with n8n · 6 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 4Adding AI to a workflow
in Build AI Workflows and Agents with n8n · 7 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
Module 5Agents, memory and retrieval
in Build AI Workflows and Agents with n8n · 10 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
Module 6Security you can act on
in Build AI Workflows and Agents with n8n · 5 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 7Operations, deployment and cost
in Build AI Workflows and Agents with n8n · 6 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 8Capstone
in Build AI Workflows and Agents with n8n · 2 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 9Final exam
in 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 here
in Build Apps on AWS with AI: Kiro and Bedrock · 1 lessonai-for-engineersagentic-aiworkflowsquickintermediate
Module 2The AWS AI tools and spec-driven development
in Build Apps on AWS with AI: Kiro and Bedrock · 5 lessonsai-for-engineersagentic-aiworkflowsquickintermediate
Module 3Building the full stack with Kiro
in Build Apps on AWS with AI: Kiro and Bedrock · 5 lessonsai-for-engineersagentic-aiworkflowsquickintermediate
Module 4Quality, deployment and adoption
in Build Apps on AWS with AI: Kiro and Bedrock · 6 lessonsai-for-engineersagentic-aiworkflowsquickintermediate
Module 5Final assessment
in 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 here
in Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 1 lessonai-for-engineersmcp-integrationsstandardintermediate
Module 2Bedrock and the AWS AI map
in Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 3Models, prompts and the first call
in Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 4Building the application
in Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 5RAG with Bedrock Knowledge Bases
in Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 5 lessonsai-for-engineerscontext-ragmcp-integrationsstandardintermediate
Module 6Agents on AgentCore
in Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 7 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
Module 7Serverless, security and operations
in Build Generative AI Apps and Agents on AWS with Amazon Bedrock · 8 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 8Final exam
in 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 here
in Build NLP Applications with Deep Learning and Transformers · 1 lessonai-for-engineersworkflowsstandardintermediate
Module 2NLP foundations
in Build NLP Applications with Deep Learning and Transformers · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 3Deep learning for text
in Build NLP Applications with Deep Learning and Transformers · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 4Sequence models
in Build NLP Applications with Deep Learning and Transformers · 3 lessonsai-for-engineersworkflowsstandardintermediate
Module 5Classification in practice
in Build NLP Applications with Deep Learning and Transformers · 2 lessonsai-for-engineersworkflowsstandardintermediate
Module 6Transformers
in Build NLP Applications with Deep Learning and Transformers · 6 lessonsai-for-engineersworkflowsstandardintermediate
Module 7LLM applications
in Build NLP Applications with Deep Learning and Transformers · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 8Deployment
in Build NLP Applications with Deep Learning and Transformers · 6 lessonsai-for-engineersworkflowsstandardintermediate
Module 9Final exam
in 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 here
in Build Voice AI Agents That Answer the Phone · 1 lessonai-for-engineersworkflowsquickadvanced
Module 2How a voice agent hears and speaks
in Build Voice AI Agents That Answer the Phone · 4 lessonsai-for-engineersagentic-aiworkflowsquickadvanced
Module 3Running the conversation
in Build Voice AI Agents That Answer the Phone · 3 lessonsai-for-engineersworkflowsquickadvanced
Module 4Phone lines, testing and safety
in Build Voice AI Agents That Answer the Phone · 6 lessonsai-for-engineersworkflowsquickadvanced
Module 5Final exam
in 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 here
in Build and Run GPU Infrastructure for AI · 1 lessonai-for-engineersworkflowsstandardintermediate
Module 2Why AI runs on GPUs
in Build and Run GPU Infrastructure for AI · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 3CUDA and the software stack
in Build and Run GPU Infrastructure for AI · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 4Training on one GPU, then many
in Build and Run GPU Infrastructure for AI · 6 lessonsai-for-engineersworkflowsstandardintermediate
Module 5Compute, network and storage
in Build and Run GPU Infrastructure for AI · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 6Containers and Kubernetes for GPUs
in Build and Run GPU Infrastructure for AI · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 7Serving models fast
in Build and Run GPU Infrastructure for AI · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 8Cloud, cost and operations
in Build and Run GPU Infrastructure for AI · 7 lessonsai-for-engineersworkflowsstandardintermediate
Module 9Final exam
in 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 here
in Building Your First Production Agent · 1 lessonai-for-engineersagentic-aiai-evalsmcp-integrationsquickintermediate
Module 2The loop
in Building Your First Production Agent · 3 lessonsai-for-engineersagentic-aiai-evalsmcp-integrationsquickintermediate
Module 3Failure and cost
in Building Your First Production Agent · 4 lessonsai-for-engineersagentic-aiai-evalsmcp-integrationsquickintermediate
Module 4MCP and trust
in Building Your First Production Agent · 2 lessonsai-for-engineersagentic-aiai-evalsmcp-integrationsquickintermediate
Module 5Evals and release
in Building Your First Production Agent · 6 lessonsai-for-engineersagentic-aiai-evalsmcp-integrationsquickintermediate
Module 6Final exam
in 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 here
in Building and Securing a Custom MCP Server · 1 lessonai-for-engineersmcp-integrationsresponsible-aiquickadvanced
Module 2Baseline and first tool
in Building and Securing a Custom MCP Server · 3 lessonsai-for-engineersmcp-integrationsresponsible-aiquickadvanced
Module 3Contracts
in Building and Securing a Custom MCP Server · 2 lessonsai-for-engineersmcp-integrationsresponsible-aiquickadvanced
Module 4Identity and permissions
in Building and Securing a Custom MCP Server · 4 lessonsai-for-engineersmcp-integrationsresponsible-aiquickadvanced
Module 5Hardening
in Building and Securing a Custom MCP Server · 3 lessonsai-for-engineersmcp-integrationsresponsible-aiquickadvanced
Module 6Release
in Building and Securing a Custom MCP Server · 3 lessonsai-for-engineersmcp-integrationsresponsible-aiquickadvanced
Module 7Final exam
in 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 here
in Building with the Claude API · 1 lessonai-for-engineersworkflowsquickintermediate
Module 2First calls
in Building with the Claude API · 4 lessonsai-for-engineersworkflowsquickintermediate
Module 3Controlling the response
in Building with the Claude API · 4 lessonsai-for-engineersworkflowsquickintermediate
Module 4Inputs, cost and reasoning
in Building with the Claude API · 4 lessonsai-for-engineersworkflowsquickintermediate
Module 5Production shape
in Building with the Claude API · 6 lessonsai-for-engineersworkflowsquickintermediate
Module 1Start here
in Choose, Train and Tune the Right Machine Learning Algorithm · 1 lessonai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 2Foundations
in Choose, Train and Tune the Right Machine Learning Algorithm · 2 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 3Supervised learning
in Choose, Train and Tune the Right Machine Learning Algorithm · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 4Ensemble learning
in Choose, Train and Tune the Right Machine Learning Algorithm · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 5Unsupervised learning
in Choose, Train and Tune the Right Machine Learning Algorithm · 2 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 6Features and data
in Choose, Train and Tune the Right Machine Learning Algorithm · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 7Evaluation and tuning
in Choose, Train and Tune the Right Machine Learning Algorithm · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 8Deep learning
in Choose, Train and Tune the Right Machine Learning Algorithm · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 9Specialised problems
in Choose, Train and Tune the Right Machine Learning Algorithm · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 10Deployment and MLOps
in Choose, Train and Tune the Right Machine Learning Algorithm · 5 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 11Final exam
in 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 here
in Claude Certified Architect – Foundations: The Complete Exam Preparation · 1 lessonai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
Module 2The architect’s frame
in Claude Certified Architect – Foundations: The Complete Exam Preparation · 9 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
Module 3Agentic architecture and orchestration
in Claude Certified Architect – Foundations: The Complete Exam Preparation · 22 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
Module 4Tool design and MCP
in Claude Certified Architect – Foundations: The Complete Exam Preparation · 14 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
Module 5Context management and reliability
in Claude Certified Architect – Foundations: The Complete Exam Preparation · 14 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
Module 6Claude Code configuration and workflows
in Claude Certified Architect – Foundations: The Complete Exam Preparation · 15 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
Module 7Prompt engineering and structured output
in Claude Certified Architect – Foundations: The Complete Exam Preparation · 15 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
Module 8Scenarios and exam readiness
in Claude Certified Architect – Foundations: The Complete Exam Preparation · 10 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsflagshipadvanced
Module 9Final assessment
in 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 1Welcome
in Claude Code Best Practices · 1 lessonai-for-engineersprompt-engineeringclaude-codequickintermediate
Module 2Foundations
in Claude Code Best Practices · 4 lessonsai-for-engineersprompt-engineeringclaude-codequickintermediate
Module 3Be right
in Claude Code Best Practices · 4 lessonsai-for-engineersprompt-engineeringclaude-codequickintermediate
Module 4Review and guard
in Claude Code Best Practices · 3 lessonsai-for-engineersprompt-engineeringclaude-codequickintermediate
Module 5Real code
in Claude Code Best Practices · 5 lessonsai-for-engineersprompt-engineeringclaude-codequickintermediate
Module 6Final exam
in 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 here
in Claude Code for Beginners · 1 lessonai-for-engineersclaude-codequickfoundational
Module 2Getting started
in Claude Code for Beginners · 3 lessonsai-for-engineersclaude-codequickfoundational
Module 3Control
in Claude Code for Beginners · 3 lessonsai-for-engineersclaude-codequickfoundational
Module 4A real task
in Claude Code for Beginners · 6 lessonsai-for-engineersclaude-codequickfoundational
Module 5Final assessment
in Claude Code for Beginners · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · claude-code · quick · foundational
Module 1Start here
in Claude Code in Action · 1 lessonai-for-engineersclaude-codemcp-integrationsworkflowsquickintermediate
Module 2Prepare the work
in Claude Code in Action · 3 lessonsai-for-engineersclaude-codemcp-integrationsworkflowsquickintermediate
Module 3Run it unattended
in Claude Code in Action · 3 lessonsai-for-engineersclaude-codemcp-integrationsworkflowsquickintermediate
Module 4Team automation
in Claude Code in Action · 6 lessonsai-for-engineersclaude-codemcp-integrationsworkflowsquickintermediate
Module 5Final assessment
in 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 1Welcome
in Claude Code on a Real Codebase · 1 lessonai-for-engineersclaude-codeworkflowsquickintermediate
Module 2Start safely
in Claude Code on a Real Codebase · 3 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
Module 3Control what Claude can do
in Claude Code on a Real Codebase · 4 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
Module 4Do the work and ship it
in Claude Code on a Real Codebase · 6 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
Module 5Final assessment
in 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 here
in CrewAI: Build and Ship Multi-Agent Systems · 1 lessonai-for-engineersagentic-aistandardintermediate
Module 2Foundations and setup
in CrewAI: Build and Ship Multi-Agent Systems · 4 lessonsai-for-engineersagentic-aistandardintermediate
Module 3Designing agent teams
in CrewAI: Build and Ship Multi-Agent Systems · 7 lessonsai-for-engineersagentic-aistandardintermediate
Module 4Tools, knowledge and models
in CrewAI: Build and Ship Multi-Agent Systems · 5 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 5Flows, humans and production
in CrewAI: Build and Ship Multi-Agent Systems · 9 lessonsai-for-engineersagentic-aistandardintermediate
Module 6Evaluate, secure and ship
in CrewAI: Build and Ship Multi-Agent Systems · 9 lessonsai-for-engineersai-evalsstandardintermediate
Module 7Final exam
in 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 here
in Cursor: Build Full-Stack Apps with AI Agents · 1 lessonai-for-engineersagentic-aiquickintermediate
Module 2Cursor today
in Cursor: Build Full-Stack Apps with AI Agents · 2 lessonsai-for-engineersagentic-aiquickintermediate
Module 3Context
in Cursor: Build Full-Stack Apps with AI Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
Module 4Agent workflow
in Cursor: Build Full-Stack Apps with AI Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
Module 5Building the app
in Cursor: Build Full-Stack Apps with AI Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
Module 6Quality and shipping
in Cursor: Build Full-Stack Apps with AI Agents · 11 lessonsai-for-engineersagentic-aiquickintermediate
Module 7Final exam
in 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 here
in Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 1 lessonai-for-engineersworkflowsstandardadvanced
Module 2The decision to fine-tune
in Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersworkflowsstandardadvanced
Module 3Preparing the data
in Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 3 lessonsai-for-engineersworkflowsstandardadvanced
Module 4Supervised fine-tuning
in Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersworkflowsstandardadvanced
Module 5LoRA and QLoRA
in Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersworkflowsstandardadvanced
Module 6Evaluation
in Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersai-evalsworkflowsstandardadvanced
Module 7Optimising for inference
in Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 3 lessonsai-for-engineersworkflowsstandardadvanced
Module 8Preference optimisation
in Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 3 lessonsai-for-engineersworkflowsstandardadvanced
Module 9Deployment and operations
in Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 4 lessonsai-for-engineersworkflowsstandardadvanced
Module 10Enterprise practice and the lab
in Fine-Tune and Optimise Open LLMs with LoRA and QLoRA · 5 lessonsai-for-engineersworkflowsstandardadvanced
Module 11Final exam
in 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 here
in From Prototype to Production: Reliable LLM Features · 1 lessonai-for-engineersprompt-engineeringai-evalsworkflowsquickintermediate
Module 2Contracts
in From Prototype to Production: Reliable LLM Features · 8 lessonsai-for-engineersprompt-engineeringai-evalsworkflowsquickintermediate
Module 3Limits
in From Prototype to Production: Reliable LLM Features · 3 lessonsai-for-engineersprompt-engineeringai-evalsworkflowsquickintermediate
Module 4Evidence
in From Prototype to Production: Reliable LLM Features · 4 lessonsai-for-engineersprompt-engineeringai-evalsworkflowsquickintermediate
Module 5Cost and scale
in From Prototype to Production: Reliable LLM Features · 8 lessonsai-for-engineersprompt-engineeringai-evalsworkflowsquickintermediate
Module 6Final assessment
in 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 here
in Generative AI at Work · 1 lessonai-for-engineersai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
Module 2Generative AI across the business
in Generative AI at Work · 6 lessonsai-for-engineersai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
Module 3Evaluating and building without code
in Generative AI at Work · 6 lessonsai-for-engineersai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
Module 4Platforms, collaboration and your own assistant
in Generative AI at Work · 6 lessonsai-for-engineersai-for-marketersprompt-engineeringai-evalsmcp-integrationsquickfoundational
Module 5Final assessment
in 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 here
in Generative AI for Security Operations: Triage, Hunt and Respond · 1 lessonai-for-engineersworkflowsstandardintermediate
Module 2The SOC and AI
in Generative AI for Security Operations: Triage, Hunt and Respond · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 3Triage and hunting
in Generative AI for Security Operations: Triage, Hunt and Respond · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 4Threat intelligence
in Generative AI for Security Operations: Triage, Hunt and Respond · 2 lessonsai-for-engineersworkflowsstandardintermediate
Module 5The Microsoft stack
in Generative AI for Security Operations: Triage, Hunt and Respond · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 6Response and phishing
in Generative AI for Security Operations: Triage, Hunt and Respond · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 7Securing your AI
in Generative AI for Security Operations: Triage, Hunt and Respond · 3 lessonsai-for-engineersresponsible-aiworkflowsstandardintermediate
Module 8Measure and build
in Generative AI for Security Operations: Triage, Hunt and Respond · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 9Final exam
in 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 here
in Getting AI Agents to Work Together · 1 lessonai-for-engineersagentic-aiai-evalsquickadvanced
Module 2Decide
in Getting AI Agents to Work Together · 3 lessonsai-for-engineersagentic-aiai-evalsquickadvanced
Module 3Build
in Getting AI Agents to Work Together · 5 lessonsai-for-engineersagentic-aiai-evalsquickadvanced
Module 4Run
in Getting AI Agents to Work Together · 7 lessonsai-for-engineersagentic-aiai-evalsquickadvanced
Module 5Final exam
in 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 here
in Google Antigravity: Build Applications with AI Development Agents · 1 lessonai-for-engineersagentic-aiquickintermediate
Module 2Foundations
in Google Antigravity: Build Applications with AI Development Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
Module 3Steering
in Google Antigravity: Build Applications with AI Development Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
Module 4Capabilities
in Google Antigravity: Build Applications with AI Development Agents · 4 lessonsai-for-engineersagentic-aiquickintermediate
Module 5Build and test
in Google Antigravity: Build Applications with AI Development Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
Module 6Agents in your own code
in Google Antigravity: Build Applications with AI Development Agents · 6 lessonsai-for-engineersagentic-aiquickintermediate
Module 7Capstone
in Google Antigravity: Build Applications with AI Development Agents · 3 lessonsai-for-engineersagentic-aiquickintermediate
Module 8Final exam
in 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 here
in Improving Your Prompts, Step by Step · 1 lessonai-for-engineersprompt-engineeringai-evalsquickintermediate
Module 2Why prompts break
in Improving Your Prompts, Step by Step · 4 lessonsai-for-engineersprompt-engineeringai-evalsquickintermediate
Module 3Score and run
in Improving Your Prompts, Step by Step · 3 lessonsai-for-engineersprompt-engineeringai-evalsquickintermediate
Module 4Decide and ship
in Improving Your Prompts, Step by Step · 6 lessonsai-for-engineersprompt-engineeringai-evalsquickintermediate
Module 5Final exam
in 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 here
in Java Full Stack Engineering with AI-DLC · 1 lessonai-for-engineersworkflowsstandardintermediate
Module 2AI-DLC and your Java 25 lab
in Java Full Stack Engineering with AI-DLC · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 3Spring Boot 4.1 backend
in Java Full Stack Engineering with AI-DLC · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 4Database and application integration
in Java Full Stack Engineering with AI-DLC · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 5AI-assisted testing and quality
in Java Full Stack Engineering with AI-DLC · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 6Security, errors and secrets
in Java Full Stack Engineering with AI-DLC · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 7Build, ship and maintain
in Java Full Stack Engineering with AI-DLC · 7 lessonsai-for-engineersworkflowsstandardintermediate
Module 8Final exam
in 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 here
in Kiro: Turn Requirements into Working Software · 1 lessonai-for-engineersworkflowsquickintermediate
Module 2What Kiro is
in Kiro: Turn Requirements into Working Software · 3 lessonsai-for-engineersworkflowsquickintermediate
Module 3Spec-driven development
in Kiro: Turn Requirements into Working Software · 3 lessonsai-for-engineersworkflowsquickintermediate
Module 4Steering, hooks and MCP
in Kiro: Turn Requirements into Working Software · 3 lessonsai-for-engineersworkflowsquickintermediate
Module 5Build and verify a feature
in Kiro: Turn Requirements into Working Software · 3 lessonsai-for-engineersworkflowsquickintermediate
Module 6To production
in Kiro: Turn Requirements into Working Software · 4 lessonsai-for-engineersworkflowsquickintermediate
Module 7Final assessment
in Kiro: Turn Requirements into Working Software · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · workflows · quick · intermediate
Module 1Start here
in LangChain v1: Build, Evaluate and Ship AI Agents · 1 lessonai-for-engineersagentic-aistandardintermediate
Module 2The LangChain v1 stack
in LangChain v1: Build, Evaluate and Ship AI Agents · 3 lessonsai-for-engineersagentic-aistandardintermediate
Module 3Agents, tools and middleware
in LangChain v1: Build, Evaluate and Ship AI Agents · 4 lessonsai-for-engineersagentic-aistandardintermediate
Module 4Retrieval the LangChain way
in LangChain v1: Build, Evaluate and Ship AI Agents · 6 lessonsai-for-engineerscontext-ragai-evalsstandardintermediate
Module 5Memory and state
in LangChain v1: Build, Evaluate and Ship AI Agents · 5 lessonsai-for-engineerscontext-ragstandardintermediate
Module 6Tracing, evaluation and trust
in LangChain v1: Build, Evaluate and Ship AI Agents · 6 lessonsai-for-engineersai-evalsstandardintermediate
Module 7Ship it
in LangChain v1: Build, Evaluate and Ship AI Agents · 8 lessonsai-for-engineersagentic-aistandardintermediate
Module 8Final exam
in 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 here
in MCP for Developers: Build and Connect Servers to Claude · 1 lessonai-for-engineersagentic-aimcp-integrationsstandardintermediate
Module 2How MCP fits together
in MCP for Developers: Build and Connect Servers to Claude · 3 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
Module 3How MCP talks
in MCP for Developers: Build and Connect Servers to Claude · 3 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
Module 4Build and connect
in MCP for Developers: Build and Connect Servers to Claude · 6 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
Module 5Production
in MCP for Developers: Build and Connect Servers to Claude · 10 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
Module 1Start here
in Machine Learning with Python: Build, Evaluate and Deploy Models · 1 lessonai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 2Python and data preparation
in Machine Learning with Python: Build, Evaluate and Deploy Models · 5 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 3Feature engineering
in Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 4Supervised learning
in Machine Learning with Python: Build, Evaluate and Deploy Models · 5 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 5Advanced supervised learning
in Machine Learning with Python: Build, Evaluate and Deploy Models · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 6Unsupervised learning
in Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 7Evaluation and tuning
in Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 8Pipelines and tracking
in Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 9Deployment and MLOps
in Machine Learning with Python: Build, Evaluate and Deploy Models · 6 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
Module 10Final exam
in 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 here
in Making AI Apps Safe and Reliable · 2 lessonsai-for-engineerscontext-ragai-evalsresponsible-aistandardintermediate
Module 2Guardrails and PII
in Making AI Apps Safe and Reliable · 6 lessonsai-for-engineerscontext-ragai-evalsresponsible-aistandardintermediate
Module 3Evals
in Making AI Apps Safe and Reliable · 7 lessonsai-for-engineerscontext-ragai-evalsresponsible-aistandardintermediate
Module 4Memory and context
in Making AI Apps Safe and Reliable · 8 lessonsai-for-engineerscontext-ragai-evalsresponsible-aistandardintermediate
Module 5Production
in Making AI Apps Safe and Reliable · 8 lessonsai-for-engineerscontext-ragai-evalsresponsible-aistandardintermediate
Module 6Final exam
in 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 here
in Microsoft Copilot Studio: The Complete Course · 2 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 2The Microsoft AI map
in Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 3Licensing and cost
in Microsoft Copilot Studio: The Complete Course · 5 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 4Identity and tenancy
in Microsoft Copilot Studio: The Complete Course · 5 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 5Data and grounding
in Microsoft Copilot Studio: The Complete Course · 5 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 6The Power Platform foundation
in Microsoft Copilot Studio: The Complete Course · 8 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 7Models, protocols and the pro-code map
in Microsoft Copilot Studio: The Complete Course · 6 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 8Your first agent, both ways
in Microsoft Copilot Studio: The Complete Course · 6 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 9Knowledge that answers
in Microsoft Copilot Studio: The Complete Course · 6 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 10Tools and integration
in Microsoft Copilot Studio: The Complete Course · 10 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 11Deterministic control
in Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 12The GitHub Copilot harness in depth
in Microsoft Copilot Studio: The Complete Course · 5 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 13Autonomous agents and people in the loop
in Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 14Multi-agent solutions
in Microsoft Copilot Studio: The Complete Course · 5 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 15Security, evaluation and monitoring
in Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 16ALM and shipping
in Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 17Capstone and exam map
in Microsoft Copilot Studio: The Complete Course · 7 lessonsai-for-engineersai-for-leadersagentic-aimcp-integrationsworkflowsflagshipintermediate
Module 1Start here
in Microsoft Foundry: Enterprise AI Engineering · 1 lessonai-for-engineersmcp-integrationsstandardintermediate
Module 2The renamed platform
in Microsoft Foundry: Enterprise AI Engineering · 6 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 3Models and first calls
in Microsoft Foundry: Enterprise AI Engineering · 5 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 4Agents in Foundry
in Microsoft Foundry: Enterprise AI Engineering · 8 lessonsai-for-engineersagentic-aimcp-integrationsstandardintermediate
Module 5Knowledge and search
in Microsoft Foundry: Enterprise AI Engineering · 6 lessonsai-for-engineerscontext-ragmcp-integrationsstandardintermediate
Module 6Security and governance
in Microsoft Foundry: Enterprise AI Engineering · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 7Operating and paying
in Microsoft Foundry: Enterprise AI Engineering · 10 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 8Final exam
in 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 here
in Multi-Agent Systems with Microsoft Agent Framework · 1 lessonai-for-engineersagentic-aistandardintermediate
Module 2Decide first, then set up
in Multi-Agent Systems with Microsoft Agent Framework · 5 lessonsai-for-engineersagentic-aistandardintermediate
Module 3One agent, done properly
in Multi-Agent Systems with Microsoft Agent Framework · 4 lessonsai-for-engineersagentic-aistandardintermediate
Module 4Teams and workflows
in Multi-Agent Systems with Microsoft Agent Framework · 5 lessonsai-for-engineersagentic-aistandardintermediate
Module 5Stopping, errors and humans
in Multi-Agent Systems with Microsoft Agent Framework · 3 lessonsai-for-engineersagentic-aistandardintermediate
Module 6Tools, integrations and safety
in Multi-Agent Systems with Microsoft Agent Framework · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 7Evaluate, debug and cost
in Multi-Agent Systems with Microsoft Agent Framework · 6 lessonsai-for-engineersagentic-aistandardintermediate
Module 8AutoGen and choosing
in Multi-Agent Systems with Microsoft Agent Framework · 3 lessonsai-for-engineersagentic-aistandardintermediate
Module 9Production and capstone
in Multi-Agent Systems with Microsoft Agent Framework · 4 lessonsai-for-engineersagentic-aistandardintermediate
Module 10Final exam
in 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 here
in OpenAI Codex: Build and Maintain Software with AI Coding Agents · 1 lessonai-for-engineersagentic-aistandardadvanced
Module 2The Codex family
in OpenAI Codex: Build and Maintain Software with AI Coding Agents · 3 lessonsai-for-engineersagentic-aistandardadvanced
Module 3Setting up the CLI
in OpenAI Codex: Build and Maintain Software with AI Coding Agents · 3 lessonsai-for-engineersagentic-aistandardadvanced
Module 4Building features
in OpenAI Codex: Build and Maintain Software with AI Coding Agents · 3 lessonsai-for-engineersagentic-aistandardadvanced
Module 5Maintaining software
in OpenAI Codex: Build and Maintain Software with AI Coding Agents · 3 lessonsai-for-engineersagentic-aistandardadvanced
Module 6Safety and quality
in OpenAI Codex: Build and Maintain Software with AI Coding Agents · 2 lessonsai-for-engineersagentic-aistandardadvanced
Module 7Building on the OpenAI API
in OpenAI Codex: Build and Maintain Software with AI Coding Agents · 8 lessonsai-for-engineersagentic-aistandardadvanced
Module 8Capstone
in OpenAI Codex: Build and Maintain Software with AI Coding Agents · 3 lessonsai-for-engineersagentic-aistandardadvanced
Module 9Final assessment
in 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 here
in Package Your Team’s Know-How as Agent Skills · 1 lessonai-for-engineersagentic-aiclaude-codeai-evalsquickintermediate
Module 2What a skill is
in Package Your Team’s Know-How as Agent Skills · 3 lessonsai-for-engineersagentic-aiclaude-codeai-evalsquickintermediate
Module 3Building skills that work
in Package Your Team’s Know-How as Agent Skills · 3 lessonsai-for-engineersagentic-aiclaude-codeai-evalsquickintermediate
Module 4Sharing skills safely
in Package Your Team’s Know-How as Agent Skills · 6 lessonsai-for-engineersagentic-aiclaude-codeai-evalsquickintermediate
Module 5Final exam
in 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 1Welcome
in Parallel Claude Code Sessions Without Breaking the Build · 1 lessonai-for-engineersclaude-codeworkflowsquickintermediate
Module 2Why sessions collide
in Parallel Claude Code Sessions Without Breaking the Build · 3 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
Module 3Worktrees
in Parallel Claude Code Sessions Without Breaking the Build · 4 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
Module 4Guards and teammates
in Parallel Claude Code Sessions Without Breaking the Build · 3 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
Module 5Landing the work
in Parallel Claude Code Sessions Without Breaking the Build · 6 lessonsai-for-engineersclaude-codeworkflowsquickintermediate
Module 6Final exam
in 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 here
in Python Full Stack Engineering with AI-DLC · 1 lessonai-for-engineersworkflowsstandardintermediate
Module 2AI-DLC, the method and your workflow
in Python Full Stack Engineering with AI-DLC · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 3Python backend with Django and FastAPI
in Python Full Stack Engineering with AI-DLC · 8 lessonsai-for-engineersworkflowsstandardintermediate
Module 4The front end as a thin layer
in Python Full Stack Engineering with AI-DLC · 2 lessonsai-for-engineersworkflowsstandardintermediate
Module 5Testing, debugging and review
in Python Full Stack Engineering with AI-DLC · 3 lessonsai-for-engineersworkflowsstandardintermediate
Module 6Security, errors and performance
in Python Full Stack Engineering with AI-DLC · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 7Delivery, CI, containers and deployment
in Python Full Stack Engineering with AI-DLC · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 8Capstone, Request Desk
in Python Full Stack Engineering with AI-DLC · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 9Final exam
in 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 here
in Rolling Out Claude Code Across Your Company · 1 lessonai-for-engineersai-for-leadersprompt-engineeringclaude-codeworkflowsquickintermediate
Module 2Productivity foundations
in Rolling Out Claude Code Across Your Company · 5 lessonsai-for-engineersai-for-leadersprompt-engineeringclaude-codeworkflowsquickintermediate
Module 3Advanced prompting and AI-DLC
in Rolling Out Claude Code Across Your Company · 5 lessonsai-for-engineersai-for-leadersprompt-engineeringclaude-codeworkflowsquickintermediate
Module 4Adoption and capstone
in Rolling Out Claude Code Across Your Company · 6 lessonsai-for-engineersai-for-leadersprompt-engineeringclaude-codeworkflowsquickintermediate
Module 5Final assessment
in 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 here
in Run Claude on AWS, Azure and Google Cloud · 1 lessonai-for-engineersai-evalsworkflowsquickintermediate
Module 2Choosing where Claude runs
in Run Claude on AWS, Azure and Google Cloud · 4 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 3One codebase
in Run Claude on AWS, Azure and Google Cloud · 3 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 4Claude on AWS
in Run Claude on AWS, Azure and Google Cloud · 4 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 5Claude on Azure
in Run Claude on AWS, Azure and Google Cloud · 3 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 6Claude on Google Cloud
in Run Claude on AWS, Azure and Google Cloud · 3 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 7Operating across clouds
in Run Claude on AWS, Azure and Google Cloud · 7 lessonsai-for-engineersai-evalsworkflowsquickintermediate
Module 8Final exam
in 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 here
in Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 1 lessonai-for-engineersworkflowsstandardintermediate
Module 2Foundations of on-device AI
in Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 3 lessonsai-for-engineersworkflowsstandardintermediate
Module 3Architecture and the device budget
in Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 4Making models smaller
in Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 3 lessonsai-for-engineersworkflowsstandardintermediate
Module 5Runtimes and frameworks
in Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 6Building an offline assistant
in Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 7Performance engineering
in Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 3 lessonsai-for-engineersworkflowsstandardintermediate
Module 8Privacy and security on the device
in Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 4 lessonsai-for-engineersworkflowsstandardintermediate
Module 9Edge AI in production
in Run Small Language Models on Devices: Optimise, Deploy and Benchmark · 5 lessonsai-for-engineersworkflowsstandardintermediate
Module 10Final exam
in 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 here
in 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 limits
in 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 suite
in 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-on
in SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 7 lessonsai-for-engineerscontext-ragstandardintermediate
Module 5Grounding answers
in 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 tables
in 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 MCP
in 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 plan
in SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP Agents · 4 lessonsai-for-engineerscontext-ragstandardintermediate
Module 9Final exam
in 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 here
in Salesforce Development with AI · 1 lessonai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
Module 2Foundations
in Salesforce Development with AI · 4 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
Module 3Apex with AI
in Salesforce Development with AI · 5 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
Module 4Declarative and LWC
in Salesforce Development with AI · 4 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
Module 5Tools and agents
in Salesforce Development with AI · 5 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
Module 6Ship it
in Salesforce Development with AI · 5 lessonsai-for-engineersagentic-aiclaude-codemcp-integrationsstandardintermediate
Module 7Final assessment
in 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 here
in Testing Your AI App Automatically · 1 lessonai-for-engineersai-evalsquickintermediate
Module 2Foundations
in Testing Your AI App Automatically · 3 lessonsai-for-engineersai-evalsquickintermediate
Module 3Graders
in Testing Your AI App Automatically · 3 lessonsai-for-engineersai-evalsquickintermediate
Module 4Decisions
in Testing Your AI App Automatically · 3 lessonsai-for-engineersai-evalsquickintermediate
Module 5Operations
in Testing Your AI App Automatically · 5 lessonsai-for-engineersai-evalsquickintermediate
Module 6Final assessment
in Testing Your AI App Automatically · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-evals · quick · intermediate
Module 1Start here
in Using AI to Grade AI (LLM-as-Judge) · 1 lessonai-for-engineersai-for-data-analystsai-evalsquickintermediate
Module 2Define the judge
in Using AI to Grade AI (LLM-as-Judge) · 3 lessonsai-for-engineersai-for-data-analystsai-evalsquickintermediate
Module 3Trust the judge
in Using AI to Grade AI (LLM-as-Judge) · 4 lessonsai-for-engineersai-for-data-analystsai-evalsquickintermediate
Module 4Keep it honest
in Using AI to Grade AI (LLM-as-Judge) · 6 lessonsai-for-engineersai-for-data-analystsai-evalsquickintermediate
Module 5Final exam
in 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 here
in Vibe Coding: Build an App Without Writing Code · 1 lessonai-for-engineersworkflowsquickfoundational
Module 2Vibe coding and the tools
in Vibe Coding: Build an App Without Writing Code · 5 lessonsai-for-engineersworkflowsquickfoundational
Module 3Brief and iterate
in Vibe Coding: Build an App Without Writing Code · 3 lessonsai-for-engineersworkflowsquickfoundational
Module 4Build it three ways
in Vibe Coding: Build an App Without Writing Code · 6 lessonsai-for-engineersworkflowsquickfoundational
Module 5AI and payments
in Vibe Coding: Build an App Without Writing Code · 3 lessonsai-for-engineersworkflowsquickfoundational
Module 6Ship it safely
in Vibe Coding: Build an App Without Writing Code · 4 lessonsai-for-engineersworkflowsquickfoundational
Module 7Free lab
in Vibe Coding: Build an App Without Writing Code · 3 lessonsai-for-engineersworkflowsquickfoundational
Module 8Final
in 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 here
in Windsurf and Devin: Build Software with an AI Partner · 1 lessonai-for-engineersworkflowsquickintermediate
Module 2The tool
in Windsurf and Devin: Build Software with an AI Partner · 3 lessonsai-for-engineersworkflowsquickintermediate
Module 3Context the agent can use
in Windsurf and Devin: Build Software with an AI Partner · 3 lessonsai-for-engineersworkflowsquickintermediate
Module 4Driving the agent
in Windsurf and Devin: Build Software with an AI Partner · 3 lessonsai-for-engineersworkflowsquickintermediate
Module 5Build, test and review
in Windsurf and Devin: Build Software with an AI Partner · 3 lessonsai-for-engineersworkflowsquickintermediate
Module 6Ship it safely
in Windsurf and Devin: Build Software with an AI Partner · 4 lessonsai-for-engineersworkflowsquickintermediate
Module 7Final assessment
in 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

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