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Foundations 89

All Foundations89 AI basics25 How language models work23 AI safety and ethics49

Everyday AI 91

All Everyday AI91 Prompting20 ChatGPT and Claude at work25 AI for writing29 AI for research and study33

Building with AI 162

All Building with AI162 Python for AI21 Building with LLM APIs30 RAG and search21 Evaluation and testing21 AI agents31 AI automation25 AI coding assistants30

Machine learning 149

All Machine learning149 Machine learning35 Data science and statistics30 Math for AI23 Deep learning28 NLP14 Computer vision14 Fine tuning and training12 MLOps and deployment18

Creative AI 77

All Creative AI77 Image and video AI58 Audio and voice AI12 AI for design33

AI at work 145

All AI at work145 AI for business34 AI for marketing and sales23 AI for product and operations28 AI for education28 AI for professionals29 AI careers18

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Building with LLM APIs Clear all

Becoming an LLM Application Engineer

Becoming an LLM Application Engineer

Learn what LLM application engineers do and build the skills and evidence to move into the roleIntermediateAI careers4.7(3)45 lessonsSampleYohannes Tesfaye$8 Reliable Document Summarisation Pipelines

Reliable Document Summarisation Pipelines

Build summarisation that handles long documents, keeps facts straight and can be checked against the source.IntermediateBuilding with LLM APIs4.3(3)44 lessonsSampleGreta Lindqvist$7 Streaming Responses to Your Interface

Streaming Responses to Your Interface

Stream model output token by token from the API through your backend to the browser, errors included.IntermediateBuilding with LLM APIs4.5(2)43 lessonsSampleGabriela Sousa$6 LLM APIs Explained for Product Teams

LLM APIs Explained for Product Teams

Understand what your engineers mean by tokens, context, latency and rate limits, and ask better questions.All levelsBuilding with LLM APIs4.7(3)43 lessonsSampleGabriela Sousa$4 Async Python for Many API Calls

Async Python for Many API Calls

Run hundreds of model or web API calls concurrently with asyncio, limits, retries and clean results.AdvancedBuilding with LLM APIs4.7(3)41 lessonsSampleFelix Brandt$9 Messages, Roles and Conversation State

Messages, Roles and Conversation State

Understand system, user and assistant messages and store conversations correctly in your own app.BeginnerBuilding with LLM APIs4.5(2)39 lessonsSampleGabriela Sousa$4 Classifying Text with an LLM API

Classifying Text with an LLM API

Sort tickets, reviews or messages into categories with a model, and measure how accurate it really is.BeginnerBuilding with LLM APIs4.5(2)39 lessonsSampleGreta Lindqvist$4 Images and Documents as Model Input

Images and Documents as Model Input

Send photos, screenshots, charts and PDFs to a model and get answers you can check and trust.BeginnerBuilding with LLM APIs4.5(2)36 lessonsSampleGreta Lindqvist$5 Getting Reliable JSON Out of a Model

Getting Reliable JSON Out of a Model

Get model output your code can parse: schemas, validation, truncation handling and safe retries.BeginnerBuilding with LLM APIs4.5(2)32 lessonsSampleGreta Lindqvist$5 API Key Safety and Secrets Handling

API Key Safety and Secrets Handling

Keep model API keys out of code, repos, browsers and logs, and know exactly what to do if one leaks.BeginnerBuilding with LLM APIs4.7(3)32 lessonsSampleFarid HaddadFree Prompt Caching for Lower Cost and Latency

Prompt Caching for Lower Cost and Latency

Structure prompts so repeated prefixes are cached, then measure the savings in cost and response time.IntermediateBuilding with LLM APIs4.5(2)28 lessonsSampleFarid Haddad$7 Build a Chat Backend That Holds Up

Build a Chat Backend That Holds Up

Design and build a chat backend with auth, storage, streaming, quotas and cost tracking that survives real use.IntermediateBuilding with LLM APIs4.5(2)18 lessonsSampleGabriela Sousa$8