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About Mathematical Foundations of Machine Learning
This document provides an overview of a lecture on the mathematical foundations of machine learning. It includes sections on introduction to machine learning, simple machine learning algorithms for classification like perceptrons and Adalines, gradient-based optimization methods, and popular machine learning classifiers like logistic regression, support vector machines, and decision trees. The document is a lecture note that will continue to be updated with more algorithms, techniques, and examples over time.
Detailed Information
| Author: | ['eferteer'] |
|---|---|
| Publication Year: | 2022 |
| Pages: | 340 |
| Language: | English |
| Format: | |
| Price: | FREE |
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