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657 tutors in 31 topics, built by 75 teachers. Each one follows a lesson plan its teacher wrote.

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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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657 tutors

Bias and fairness in AI systems

Bias and fairness in AI systems

Learn where AI bias comes from, how it shows up, and what can realistically be done about itIntermediateAI safety and ethics4.7(3)61 lessonsSampleAisha Rahman$6How Image Generators Work, in Plain Words

How Image Generators Work, in Plain Words

Understand what happens between your prompt and the picture, without any mathsBeginnerImage and video AI4.7(3)61 lessonsSampleOriana VelascoFreeChecking Sources and Citations From AI

Checking Sources and Citations From AI

Confirm that a reference is real, correct and actually says what an AI claims it says.BeginnerAI for research and study4.7(3)60 lessonsSampleDelphine MoreauFreePreference tuning: RLHF, DPO and related methods

Preference tuning: RLHF, DPO and related methods

Understand how models are tuned on human preferences, from reward models to direct preference lossesAdvancedFine tuning and training4.7(3)60 lessonsSampleNeha Varadan$14Model Graded Evals and Their Pitfalls

Model Graded Evals and Their Pitfalls

Use language models as graders without fooling yourself: biases, validation against people and safeguards.AdvancedEvaluation and testing4.3(4)60 lessonsSampleGonzalo Ibarra$11The transformer, block by block

The transformer, block by block

Trace a token through every part of a transformer and count where the parameters liveAdvancedDeep learning4.7(3)60 lessonsSampleNikolai Sorin$12Choosing the Right Model for a Task

Choosing the Right Model for a Task

Pick a model by testing it on your own task, weighing quality, speed, cost, context and data handling.All levelsBuilding with LLM APIs4.3(3)60 lessonsSampleGabriela Sousa$5Ad Copy and Creative Testing With AI

Ad Copy and Creative Testing With AI

Generate ad angles with AI, then test them with designs that can tell signal from noiseAdvancedAI for marketing and sales4.3(4)60 lessonsSampleThea Lindqvist$11Correlation Is Not Causation

Correlation Is Not Causation

Learn the everyday ways correlations mislead and what real causal evidence looks likeBeginnerData science and statistics4.5(4)60 lessonsSampleKojo AmankwahFreeThe AI family tree: ML, deep learning, generative AI

The AI family tree: ML, deep learning, generative AI

See how AI, machine learning, deep learning and generative AI nest inside each otherBeginnerAI basics4.7(3)60 lessonsSampleAmara Okafor$5Framing a Problem for Machine Learning

Framing a Problem for Machine Learning

Turn a vague business wish into a clear prediction task, or learn that it does not need ML at allBeginnerMachine learning4.7(3)60 lessonsSampleKavya RamanFreeStudying with Dyslexia or ADHD Using AI Tools

Studying with Dyslexia or ADHD Using AI Tools

Use AI for reading, planning and focus support that fits how your brain works, within your course rulesAll levelsAI for education4.7(3)60 lessonsSampleWanjiru Kamau$5