Georgia Institute of Technology - Machine Learning: Unsupervised Learning
- Offered byUDACITY
Machine Learning: Unsupervised Learning at UDACITY Overview
Machine Learning: Unsupervised Learning
at UDACITY
Duration | 1 month |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Machine Learning: Unsupervised Learning at UDACITY Highlights
Machine Learning: Unsupervised Learning
at UDACITY
- Rich Learning Content
- Interactive Quizzes
- Taught by Industry Pros
- Self-Paced Learning
Read more
Machine Learning: Unsupervised Learning at UDACITY Course details
Machine Learning: Unsupervised Learning
at UDACITY
Skills you will learn
More about this course
- This class will assume that you have programming experience as you will be expected to work with python libraries such as numpy and scikit. A good grasp of probability and statistics is also required. Udacity's Intro to Statistics , especially Lessons 8, 9 and 10 , may be a useful refresher. An introductory course like Udacity's Introduction to Artificial Intelligence also provides a helpful background for this course.
Machine Learning: Unsupervised Learning at UDACITY Curriculum
Machine Learning: Unsupervised Learning
at UDACITY
Randomized optimization
Clustering
Feature Selection
Feature Transformation
Information Theory
Unsupervised Learning Project
Machine Learning: Unsupervised Learning at UDACITY Faculty details
Machine Learning: Unsupervised Learning
at UDACITY
Charles Isbell
Designation : Instructor
Michael Littman
Designation : Instructor
Pushkar Kolhe
Designation : Instructor
Machine Learning: Unsupervised Learning at UDACITY Entry Requirements
Machine Learning: Unsupervised Learning
at UDACITY
Eligibility criteria
- This class will assume that you have programming experience as you will be expected to work with python libraries such as numpy and scikit. A good grasp of probability and statistics is also required. Udacity's Intro to Statistics , especially Lessons 8, 9 and 10 , may be a useful refresher. An introductory course like Udacity's Introduction to Artificial Intelligence also provides a helpful background for this course.
Conditional Offer
- Not mentioned
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