A Computational Approach to Statistical Learning

By Michael Kane, Taylor Arnold, Bryan W Lewis, et al.

Book Overview

This book synthesizes those techniques from numerical analysis, algorithms, data structures, and optimization theory mostcommonly employed in statistics and machine learning. We provide concrete applications of these methods by giving complete reference implementations for a large set of the most commonly used statistical estimators. The goal is

• Format: Paperback
• Language: English
• ISBN: 0367570610
• ISBN13: 9780367570613
• Release Date: June 2020
• Publisher: CRC Press
• Length: 362 Pages
• Weight: 1.16 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"