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machine-learning · ai-data-scientist · mlops

Intro to Machine Learning

3 roles need it, 2 as coreUsually level 3: WorkingLesson available

Where it sits

Learn first

Nothing: a good place to start.

This skill

Intro to Machine Learning

Leads to

Introduction to LLMsIntroduction to neural networksOverview of AWS ML ServicesIntroduction 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

Introduction to Machine Learning

A Practical Guide to Machine Learning with Python

13 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

Intro to Machine Learning: common questions

What is Intro to Machine Learning?

Intro to Machine Learning is a skill in machine-learning and ai-data-scientist and mlops, needed by 3 roles on BootSelf.

Which jobs need Intro to Machine Learning?

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

What should I learn before Intro to Machine Learning?

Nothing in particular: it's a good place to start.

How do I practise Intro to Machine Learning?

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.