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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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AI Upscaling: Methods, Settings and Pitfalls

AI Upscaling: Methods, Settings and Pitfalls

Choose and tune upscaling methods for large outputs without invented messIntermediateImage and video AINewQuentin Adebayo$6 LLM APIs on a Solo Developer Budget

LLM APIs on a Solo Developer Budget

Build and launch a side project on model APIs without a surprise bill, abuse or an overbuilt setup.All levelsBuilding with LLM APIsNewFarid Haddad$4 Seamless Patterns and Textures for Print and Fabric

Seamless Patterns and Textures for Print and Fabric

Create repeat patterns that tile perfectly, with colourways ready for print or fabricIntermediateAI for designNewPilar Restrepo$5 A practical framework for AI ethics

A practical framework for AI ethics

Use a simple five question method to reason through any AI ethics dilemma on your ownAll levelsAI safety and ethicsNewAisha Rahman$5 Lens and Camera Terms for Image Prompts

Lens and Camera Terms for Image Prompts

Use focal length, aperture and shot vocabulary to get photographic images on purposeIntermediateImage and video AINewOriana Velasco$6 Keyword Search and Inverted Indexes

Keyword Search and Inverted Indexes

Understand how keyword search really works, from inverted indexes to BM25, and tune it for your content.IntermediateRAG and searchNewEmeka Nwosu$6 Synthetic data for training, used with care

Synthetic data for training, used with care

Generate training data with models where it helps, and filter, verify and document it properlyAll levelsFine tuning and trainingNewNeha Varadan$7 Provenance, watermarks and labels for AI content

Provenance, watermarks and labels for AI content

Understand content credentials, watermarks and AI labels: how they work and where they fall shortIntermediateAI safety and ethicsNewBruno Azevedo$6 Managing shadow AI in your organisation

Managing shadow AI in your organisation

Understand why staff use unapproved AI tools and build a response that works better than a banIntermediateAI safety and ethicsNewAlejandra Ruiz$5 Voice Agents: How They Work

Voice Agents: How They Work

Understand the building blocks of voice agents: speech, language, timing and trustIntermediateAudio and voice AINewPavel Novak$8 Accessibility Checks in AI Generated Front Ends

Accessibility Checks in AI Generated Front Ends

Catch the accessibility problems in AI built interfaces before they lock people outIntermediateAI coding assistantsNewIlse Vermeulen$7 Explainability: why did the model decide that?

Explainability: why did the model decide that?

Learn what AI explanations can and cannot tell you, and how to give people reasons they can useIntermediateAI safety and ethicsNewAisha Rahman$6