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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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Planning the cost of a training run

Planning the cost of a training run

Estimate compute, time, memory and budget for a training or fine tuning run before you spendAll levelsFine tuning and training4.3(3)65 lessonsSample
Magnus Eriksen$7
Monitoring models and catching drift

Monitoring models and catching drift

Notice when a live model starts getting worse, even before the true answers arriveIntermediateMLOps and deployment4.7(3)58 lessonsSample
Malik Brennan$9
Batching and caching for model inference

Batching and caching for model inference

Serve more requests on the same hardware by batching smartly and caching what can be reusedIntermediateMLOps and deployment4.7(3)57 lessonsSample
Magnus Eriksen$9
Incident response for ML systems

Incident response for ML systems

Detect, contain and learn from ML failures, from silent quality drops to harmful outputsAll levelsMLOps and deployment4.7(3)51 lessonsSample
Malik Brennan$7
Quantisation: smaller, faster models

Quantisation: smaller, faster models

Shrink models with lower precision numbers and measure exactly what quality you trade awayIntermediateFine tuning and training4.3(3)49 lessonsSample
Magnus Eriksen$9
Deploying an open weights model

Deploying an open weights model

Choose, size, secure and run an open weights model in production, and compare its real costIntermediateMLOps and deployment4.7(3)46 lessonsSample
Magnus Eriksen$9
Medical imaging AI: how it is built and checked

Medical imaging AI: how it is built and checked

Understand how imaging models are trained, validated and overseen, for education onlyAll levelsComputer visionNew
Malik Brennan$8
CI and testing for ML projects

CI and testing for ML projects

Add fast automated checks that catch broken data, code and models before they reach usersIntermediateEvaluation and testingNew
Malik Brennan$8