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ai-engineer

Classification

1 role need it, 1 as coreUsually level 3: WorkingLesson available

Where it sits

Learn first

Naive Bayes classifierLogistic regressionDecision tree learningClassification metricsIntroduction to K-Nearest NeighborsSupport vector machines

This skill

Classification

Leads to

Machine learning

Jobs that need it

What level 3 (Working) means

Uses it independently on the job. Level 4 (Strong): handles hard cases, reviews others.

Start learning

A Simple Classification Problem

Deep Learning with PyTorch

33 parts

Open the lesson

Find out where you stand

A free check, then a route that starts at your level.

Check my readiness

Learned alongside it

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Classification: common questions

What is Classification?

Classification is a skill in ai-engineer, needed by 1 role on BootSelf.

Which jobs need Classification?

AI Engineer. Most ask for level 3 (Working): uses it independently on the job.

What should I learn before Classification?

Naive Bayes classifier, Logistic regression, Decision tree learning, Classification metrics, Introduction to K-Nearest Neighbors, Support vector machines.

How do I practise Classification?

Check your readiness for free, then BootSelf builds a route and short daily learning loops: a little theory, checks on what you get wrong, then a small program.