Machine Learning: an overview

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Free Online Course: Machine Learning: an overview provided by Coursera is a comprehensive online course, which lasts for 3 weeks long, 2-3 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from Coursera. Machine Learning: an overview is taught by Marcello Restelli.

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