A Handbook of Mathematical Models with Python
Elevate your machine learning projects with NetworkX, PuLP, and linalg
Publisher:Packt Publishing Limited
Paid access
|Sep 2023
Table of Contents
- Introduction to Mathematical Modeling
- Machine Learning vis-à-vis Mathematical Modeling
- Principal Component Analysis
- Gradient Descent
- Support Vector Machine
- Graph Theory
- Kalman Filter
- Markov Chain
- Exploring Optimization Techniques
- Optimization Techniques for Machine Learning
PDF ISBN: 978-1-80461-706-9
Publisher: Packt Publishing Limited
Copyright owner: © 2023 Packt Publishing Limited
Publication date: 2023
Language: English
Pages: 144
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