OptimizationforDataAnalysis(StephenJ.WrightBenjaminRecht)(CambridgeUniversityPress2022)

  • 书名:Optimization for Data Analysis
  • 出版社:Cambridge University Press
  • 作者:Stephen J. Wright, Benjamin Recht
  • 出版年份:2022
  • 电子书格式: pdf
  • 简介:Dive into the essential world of optimization techniques tailored for data analysis with “Optimization for Data Analysis” by Stephen J. Wright and Benjamin Recht. This comprehensive guide, published by Cambridge University Press in 2022, expertly bridges the gap between optimization theory and practical data applications. Master algorithms like gradient descent, Newton’s method, and proximal methods. Explore their application in diverse data-centric tasks, including machine learning, statistical modeling, and data mining. Whether you’re a student, researcher, or data scientist, this book provides the theoretical foundation and practical insights needed to harness the power of optimization for effective data analysis.
  • ISBN:9781316518984, 97810
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