Machine Learning: an overview
- Offered byCoursera
- Public/Government Institute
Machine Learning: an overview at Coursera Overview
Machine Learning: an overview
at Coursera
Duration | 3 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
Machine Learning: an overview
Table of content
- Overview
- Highlights
- Course Details
- Curriculum
Machine Learning: an overview at Coursera Highlights
Machine Learning: an overview
at Coursera
- Earn a Certificate upon completion
Machine Learning: an overview at Coursera Course details
Machine Learning: an overview
at Coursera
Skills you will learn
More about this course
- 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
Machine Learning: an overview at Coursera Curriculum
Machine Learning: an overview
at Coursera
Week 1 - Supervised Learning
Introduction to machine learning
Supervised Learning problem
Regression and Classification problems
Model Selection
Quiz
Week 2 - Unsupervised Learning
Unsupervised Learning: Clustering
Unsupervised Learning: Dimensionality Reduction
Unsupervised Learning: Association Rules
Quiz
Week 3 - Reinforcement Learning
Sequential decision-making problems
Markov decision processes
Reinforcement Learning algorithms
Quiz
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