Georgia Institute of Technology - Machine Learning: Unsupervised Learning by Georgia Institute of Technology
- Offered byUDACITY
Machine Learning: Unsupervised Learning by Georgia Institute of Technology at UDACITY Overview
Machine Learning: Unsupervised Learning by Georgia Institute of Technology
at UDACITY
Duration | 1 month |
Mode of learning | Online |
Schedule type | Self paced |
Difficulty level | Intermediate |
Credential | Certificate |
Machine Learning: Unsupervised Learning by Georgia Institute of Technology at UDACITY Highlights
Machine Learning: Unsupervised Learning by Georgia Institute of Technology
at UDACITY
- Learn important Machine Learning methods, techniques & best practices.
- Includes hands-on final project
- Taught by Industry professionals
- Self paced Course
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Machine Learning: Unsupervised Learning by Georgia Institute of Technology at UDACITY Course details
Machine Learning: Unsupervised Learning by Georgia Institute of Technology
at UDACITY
More about this course
- Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? The answer can be found in Unsupervised Learning!
- Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in data. This course focuses on how you can use Unsupervised Learning approaches -- including randomized optimization, clustering, and feature selection and transformation -- to find structure in unlabeled data.
Machine Learning: Unsupervised Learning by Georgia Institute of Technology at UDACITY Curriculum
Machine Learning: Unsupervised Learning by Georgia Institute of Technology
at UDACITY
LESSON 1: Randomized optimization
LESSON 2: Clustering
LESSON 3: Feature Selection
LESSON 4: Feature Transformation
LESSON 5: Information Theory
LESSON 6: Unsupervised Learning Project
Machine Learning: Unsupervised Learning by Georgia Institute of Technology at UDACITY Entry Requirements
Machine Learning: Unsupervised Learning by Georgia Institute of Technology
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
Conditional Offer
- Not mentioned
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