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Foundations 89
All Foundations89AI basics25How language models work23AI safety and ethics49
Everyday AI 91
All Everyday AI91Prompting20ChatGPT and Claude at work25AI for writing29AI for research and study33
Building with AI 162
All Building with AI162Python for AI21Building with LLM APIs30RAG and search21Evaluation and testing21AI agents31AI automation25AI coding assistants30
Machine learning 149
All Machine learning149Machine learning35Data science and statistics30Math for AI23Deep learning28NLP14Computer vision14Fine tuning and training12MLOps and deployment18
Creative AI 77
All Creative AI77Image and video AI58Audio and voice AI12AI for design33
AI at work 145
All AI at work145AI for business34AI for marketing and sales23AI for product and operations28AI for education28AI for professionals29AI careers18
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Long Running Agent Tasks That Survive Failure

Long Running Agent Tasks That Survive Failure

Build agent tasks that run for hours, checkpoint progress and resume cleanly after crashes or timeoutsAdvancedAI agents4.7(3)35 lessonsSampleHiroshi Tanabe$13Keeping Your Coding Skills Sharp Alongside AI

Keeping Your Coding Skills Sharp Alongside AI

Use coding assistants every day without losing the ability to think, debug and design on your ownAll levelsAI coding assistants4.3(3)35 lessonsSampleJoanna KowalczykFreeTake Home Assignments and System Design for AI Roles

Take Home Assignments and System Design for AI Roles

Handle AI take homes and design rounds with clear scoping, baselines, evaluation and trade offsAdvancedAI careers4.5(2)30 lessonsSampleYohannes Tesfaye$13Agent Concepts for Product and Project Leads

Agent Concepts for Product and Project Leads

Understand agents well enough to scope, plan and review an agent project with your engineersAll levelsAI agentsNewHiroshi Tanabe$5Licensing and Privacy Questions for AI Assisted Code

Licensing and Privacy Questions for AI Assisted Code

Understand the open questions about licences, ownership and code privacy so you can ask the right peopleAll levelsAI coding assistantsNewJoanna Kowalczyk$6Agent Memory and Context Management

Agent Memory and Context Management

Keep long agent runs focused by managing what goes into the context window and what lives outside itAdvancedAI agentsNewHiroshi Tanabe$11Human Review That Scales

Human Review That Scales

Set up human review of AI outputs that is consistent, affordable and feeds back into better systems.All levelsEvaluation and testingNewGonzalo Ibarra$5Large Changes with Coding Agents: Plan, Split, Verify

Large Changes with Coding Agents: Plan, Split, Verify

Use coding agents for migrations and cross cutting changes without losing control of a big codebaseAdvancedAI agentsNewJude Mensah$12Rolling Out Coding Assistants Across a Team

Rolling Out Coding Assistants Across a Team

Introduce coding assistants to a development team with clear policy, fair training and honest measurementAll levelsAI coding assistantsNewJoanna Kowalczyk$9A/B Testing LLM Features in Production

A/B Testing LLM Features in Production

Run fair online experiments on prompts, models and LLM features and read the results without fooling yourself.AdvancedEvaluation and testingNewGonzalo Ibarra$10Sandboxing Agents That Run Code

Sandboxing Agents That Run Code

Isolate code executing agents so a bad command cannot reach your files, network or secretsAdvancedAI agentsNewIngrid Solberg$13Evaluating Agents: Tasks, Trajectories and Scores

Evaluating Agents: Tasks, Trajectories and Scores

Build an evaluation suite that tells you whether an agent change made things better or worseAdvancedAI agentsNewIngrid Solberg$12