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Machine Learning: an overview

Offered By: Politecnico di Milano via Coursera

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Machine Learning Courses Supervised Learning Courses Unsupervised Learning Courses Reinforcement Learning Courses

Course Description

Overview

The course provides a general overview of the main methods in the machine learning field. Starting from a taxonomy of the different problems that can be solved through machine learning techniques, the course briefly presents some algorithmic solutions, highlighting when they can be successful, but also their limitations. These concepts will be explained through examples and case studies.

Syllabus

  • Week 1 - Supervised Learning
  • Week 2 - Unsupervised Learning
  • Week 3 - Reinforcement Learning

Taught by

Marcello Restelli

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