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Data Science for Mathematicians: CRC Press/Chapman and Hall Handbooks in Mathematics Series

Editat de Nathan Carter
en Limba Engleză Paperback – 26 aug 2024
Mathematicians have skills that, if deepened in the right ways, would enable them to use data to answer questions important to them and others, and report those answers in compelling ways. Data science combines parts of mathematics, statistics, computer science. Gaining such power and the ability to teach has reinvigorated the careers of mathematicians. This handbook will assist mathematicians to better understand the opportunities presented by data science. As it applies to the curriculum, research, and career opportunities, data science is a fast-growing field. Contributors from both academics and industry present their views on these opportunities and how to advantage them.
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Specificații

ISBN-13: 9780367528492
ISBN-10: 0367528495
Pagini: 544
Ilustrații: 151
Dimensiuni: 156 x 234 x 32 mm
Greutate: 1.01 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria CRC Press/Chapman and Hall Handbooks in Mathematics Series

Locul publicării:Boca Raton, United States

Public țintă

Academic

Cuprins

Contents
Chapter 1 Introduction 1
Chapter 2 Programming with Data
Chapter 3 Linear Algebra
Chapter 4 Basic Statistics
Chapter 5 Clustering
Chapter 6 Operations Research
Chapter 7 Dimensionality Reduction
Chapter 8 Machine Learning
Chapter 9 Deep Learning
Chapter 10 Topological Data Analysis
Bibliography

Notă biografică

Nathan Carter is a professor at Bentley University.

Descriere

Mathematicians have skills that would enable them to use data to answer questions important to them and others, and report those answers in compelling ways. Data science combines parts of mathematics, statistics, computer science. This handbook will assist mathematicians to better understand the opportunities presented by data science.