Types of Machine Learning

Types of Machine Learning

Covers the different methods used in machine learning, with a review of supervised, unsupervised, and semi-supervised learning types.

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About this course

This course discusses the three main learning methods used in Machine Learning (ML), differentiating each from each other and providing some simple use case examples.

What's covered

Supervised Learning
  • Supervised Learning defined
  • How Supervised Learning works
  • Pros and cons
  • Algorithm types: Classification and regression
  • Algorithm use case examples
Unsupervised Learning
  • Unsupervised Learning defined
  • How Unsupervised Learning works
  • Pros and cons
  • Algorithm types and use case example
Semi-Supervised Learning
  • Semi-Supervised Learning defined
  • How Semi-Supervised Learning works
  • Pros and cons
  • Algorithm table

Curriculum13 min

About this course

This course discusses the three main learning methods used in Machine Learning (ML), differentiating each from each other and providing some simple use case examples.

What's covered

Supervised Learning
  • Supervised Learning defined
  • How Supervised Learning works
  • Pros and cons
  • Algorithm types: Classification and regression
  • Algorithm use case examples
Unsupervised Learning
  • Unsupervised Learning defined
  • How Unsupervised Learning works
  • Pros and cons
  • Algorithm types and use case example
Semi-Supervised Learning
  • Semi-Supervised Learning defined
  • How Semi-Supervised Learning works
  • Pros and cons
  • Algorithm table

Curriculum13 min

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