BootSelf
Check my readiness
machine-learning

Classification metrics

3 roles need it, 1 as coreUsually level 2: BasicsLesson available

Where it sits

Learn first

Accuracy and confusion matrixPrecision and recall

This skill

Classification metrics

Leads to

Classification

Jobs that need it

What level 2 (Basics) means

Can use it with guidance. Level 3 (Working): uses it independently on the job.

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

A composite function and its derivativeAccuracy and confusion matrixActivation functionsAgglomerative clusteringAI EngineerBackpropagationBasic data typesBasics of neural network architecture

Classification metrics: common questions

What is Classification metrics?

Classification metrics is a skill in machine-learning, needed by 3 roles on BootSelf.

Which jobs need Classification metrics?

Data Scientist, AI Engineer, MLOps Engineer. Most ask for level 2 (Basics): can use it with guidance.

What should I learn before Classification metrics?

Accuracy and confusion matrix, Precision and recall.

How do I practise Classification metrics?

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.