Optimization for Data Analysis

by Stephen J. Wright and Benjamin Recht

Optimization techniques are at the core of data science, including data analysis and machine learning. An understanding of basic optimization techniques and their fundamental properties provides important grounding for students, researchers, and practitioners in these areas. This text covers the fundamentals of optimization algorithms in a compact, self-contained way, focusing on the techniques most relevant to data science. An introductory chapter...

• Format: Hardcover
• Language: English
• ISBN: 1316518981
• ISBN13: 9781316518984
• Release Date: April 2022
• Publisher: Cambridge University Press
• Length: 238 Pages
• Weight: 1.07 lbs.
• Dimensions: 0.6" x 6.0" x 9.0"