Roadmaps Turns data into decisions using statistics and ML

Data scientist

From spreadsheets to statistically sound machine learning.

Your progress4 skills

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Which skills do you need?

Foundations

Python for data

Essential

The tool you'll use every day.

Core

Statistics fundamentals

Essential

The discipline underneath every model.

Specialise

Predictive modelling

Essential

The core deliverable of the role.

Prove it

Communicating results

Useful

A model no one understands doesn't get used.

No free course reviewed for this skill yet.

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Learning paths turn a roadmap into a week-by-week plan with the courses already picked.