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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 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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Trialling AI Tools Before You Commit

Trialling AI Tools Before You Commit

Run a fair, hands on trial of AI tools with your own data before you sign anythingIntermediateAI for business4.3(3)68 lessonsSampleTariq Haddad$7 Step by Step: Breaking Big Requests Into Parts

Step by Step: Breaking Big Requests Into Parts

Turn one overloaded request into a sequence of small, checkable steps that produce better work.IntermediatePrompting4.3(3)68 lessonsSampleChiara Bellini$6 Prompting for Accuracy: Fewer Made Up Answers

Prompting for Accuracy: Fewer Made Up Answers

Use grounding, honest uncertainty and quote checks to cut down on confident but false answers.All levelsAI for research and study4.7(3)68 lessonsSampleDarius Feld$6 AI for Accountants: Reconciliations to Client Emails

AI for Accountants: Reconciliations to Client Emails

Use AI for explanations, spreadsheet help, research leads and client emails, with numbers you verifyIntermediateAI for professionals4.3(3)67 lessonsSampleYasmin Farouk$8 Customer Support Operations With AI

Customer Support Operations With AI

Use AI for triage, drafting and self service in a support team without hurting customers or agentsIntermediateAI for product and operations4.3(3)67 lessonsSampleTariq Haddad$8 When Not to Automate

When Not to Automate

Recognise the tasks where automation costs more than it saves or puts people at riskAll levelsAI automation4.7(3)67 lessonsSampleIsabela DuarteFree Fixing Bad AI Images: Hands, Faces and Artefacts

Fixing Bad AI Images: Hands, Faces and Artefacts

Diagnose why an AI image looks wrong and repair it instead of rerolling foreverIntermediateImage and video AI4.7(3)67 lessonsSampleOriana Velasco$5 Legal Research with AI and Proper Verification

Legal Research with AI and Proper Verification

Speed up legal research with AI and verify every authority before it reaches a client or a courtIntermediateAI for professionals4.7(3)66 lessonsSampleYasmin Farouk$10 AI Risk and Compliance in Broad Terms

AI Risk and Compliance in Broad Terms

Map the main risks of business AI use and know which questions to take to your legal and compliance teamAll levelsAI for business4.0(3)66 lessonsSampleTariq Haddad$6 Attention mechanisms, step by step

Attention mechanisms, step by step

Compute attention by hand, then understand masks, heads, KV caching and efficient variantsIntermediateDeep learning4.3(4)66 lessonsSampleNikolai Sorin$8 LoRA and parameter efficient fine tuning

LoRA and parameter efficient fine tuning

Fine tune large models on modest hardware by training small low rank adapters instead of every weightIntermediateFine tuning and training4.7(3)66 lessonsSampleNeha Varadan$9 Confidence Intervals, Clearly

Confidence Intervals, Clearly

Build, read and explain confidence intervals without the usual misunderstandingsIntermediateData science and statistics4.3(3)66 lessonsSampleLina Khoury$6