Overview of Machine Learning
This document is an overview of machine learning created by Zaid Harchaoui, PDF training manual in 45 pages intended to hight students level.
Table of contents
- Overview of machine learning
- Unsupervised learning
- Supervised learning
- Learning Machines
- Feature representation
- Statistical learning : a tentative big picture
- Unsupervised learning (learning without a teacher)
- A blend of scientific disciplines
- Computational efficiency : space and time savings
- Statistical performance : fewer dimensions → regularization
- Visualization : discover underlying structure of the data
| Size : | 4460.385 Kb |
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| Downloads: | 123 |
| Created: | 2019-05-01 |
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