Machine Learning Fundamentals 1st Edition Hui Jiang

Machine Learning Fundamentals 1st Edition Hui Jiang – Ebook Instant Download/Delivery ISBN(s): 9781108837040,9781108938051,9781108940023,1108837042,1108938051,1108940021

Product details:

• ISBN 10:1108837042, 1108938051, 1108940021
• ISBN 13:9781108837040, 9781108938051, 9781108940023
• Author(s): Hui Jiang

Table contents:

1. 1 Introduction
2. 2 Mathematical Foundation
3. 3 Supervised Machine Learning (in a Nutshell)
4. 4 Feature Extraction
5. 5 Statistical Learning Theory
6. 6 Linear Models
7. 7 Learning Discriminative Models in General
8. 8 Neural Networks
9. 9 Ensemble Learning
10. 10 Overview of Generative Models
11. 11 Unimodal Models
12. 12 Mixture Models
13. 13 Entangled Models
14. 14 Bayesian Learning
15. 15 Graphical Models

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