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Free Beginner Machine learning

Machine Learning Crash Course

Short, practical, with interactive exercises.

Google's crash course, built around interactive exercises rather than lectures. The visualisations are the point: you move a parameter and watch what it does to the model.

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Machine Learning Crash Course

Course overview

Short, practical and free, with enough hands-on work that the concepts land rather than pass by.

What you will learn

  • Understand the core machine learning concepts and vocabulary
  • See how loss, gradient descent and learning rate interact, interactively
  • Work with real data preparation and feature engineering problems
  • Recognise and address overfitting and generalisation issues

Who this course is for

Engineers new to ML a fast, credible on-ramp
Anyone who learns by doing the exercises carry the course

Course details

FormatInteractive lessons with exercises and visualisations
LevelBeginner
PriceFree
Time15 hours
CertificateNo certificate

About Google

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Google publishes free machine learning training through Google for Developers, built around interactive exercises and visualisations rather than lectures.

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