Description

Book Synopsis
Data science is a highly interdisciplinary field, incorporating ideas from applied mathematics, statistics, probability, and computer science, as well as many other areas. This book provides an introduction to the mathematical methods that form the foundations of machine learning and data science.

Table of Contents
  • P. Drineas and M. W. Mahoney, Lectures on randomized numerical linear algebra
  • S. J. Wright, Optimization algorithms for data analysis
  • J. C. Duchi, Introductory lectures on stochastic optimization
  • P.-G. Martinsson, Randomized methods for matrix computations
  • R. Vershynin, Four lectures on probabilistic methods for data science
  • R. Ghrist, Homological algebra and data.

    The Mathematics of Data

    Product form

    £98.10

    Includes FREE delivery

    RRP £109.00 – you save £10.90 (10%)

    Order before 4pm tomorrow for delivery by Wed 21 Jan 2026.

    A Hardback by Michael W. Mahoney, John C. Duchi, Anna C. Gilbert

    7 in stock


      View other formats and editions of The Mathematics of Data by Michael W. Mahoney

      Publisher: American Mathematical Society
      Publication Date: 30/11/2018
      ISBN13: 9781470435752, 978-1470435752
      ISBN10: 1470435756
      Also in:
      Maths for computer scientists

      Description

      Book Synopsis
      Data science is a highly interdisciplinary field, incorporating ideas from applied mathematics, statistics, probability, and computer science, as well as many other areas. This book provides an introduction to the mathematical methods that form the foundations of machine learning and data science.

      Table of Contents
      • P. Drineas and M. W. Mahoney, Lectures on randomized numerical linear algebra
      • S. J. Wright, Optimization algorithms for data analysis
      • J. C. Duchi, Introductory lectures on stochastic optimization
      • P.-G. Martinsson, Randomized methods for matrix computations
      • R. Vershynin, Four lectures on probabilistic methods for data science
      • R. Ghrist, Homological algebra and data.

        Recently viewed products

        © 2026 Book Curl

          • American Express
          • Apple Pay
          • Diners Club
          • Discover
          • Google Pay
          • Maestro
          • Mastercard
          • PayPal
          • Shop Pay
          • Union Pay
          • Visa

          Login

          Forgot your password?

          Don't have an account yet?
          Create account