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foundationalWatch the first lesson freeAI for Business
Vibe Coding: Build an App Without Writing CodeFor founders, product people and non-specialists who want to build apps by describing them.
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226 modules- 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 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 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 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 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 4Adding AI to a workflowin Build AI Workflows and Agents with n8n · 7 lessonsai-for-engineersmcp-integrationsworkflowsstandardintermediate
- 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 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 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 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 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 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 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 Machine Learning with Python: Build, Evaluate and Deploy Models · 1 lessonai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 2Python and data preparationin Machine Learning with Python: Build, Evaluate and Deploy Models · 5 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 3Feature engineeringin Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 4Supervised learningin Machine Learning with Python: Build, Evaluate and Deploy Models · 5 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 5Advanced supervised learningin Machine Learning with Python: Build, Evaluate and Deploy Models · 4 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 6Unsupervised learningin Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 7Evaluation and tuningin Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 8Pipelines and trackingin Machine Learning with Python: Build, Evaluate and Deploy Models · 3 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 9Deployment and MLOpsin Machine Learning with Python: Build, Evaluate and Deploy Models · 6 lessonsai-for-engineersai-for-data-analystsworkflowsstandardintermediate
- Module 10Final examin Machine Learning with Python: Build, Evaluate and Deploy Models · 1 lessonAssessment or resources — shown for this course's subjects: ai-for-engineers · ai-for-data-analysts · workflows · standard · intermediate
- Module 1Start herein Microsoft Copilot 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 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 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