Store besparelser
Hurtig levering
Fri fragt over 499,-
Gemte
Log ind
0
Kurv
Kurv
Mathematical Foundations for Data Analysis
Engelsk
Bogcover for Mathematical Foundations for Data Analysis af Jeff M. Phillips, 9783030623432
Specifikationer
Sprog:
Engelsk
Sider:
287
ISBN-13:
9783030623432
Indbinding:
Paperback
ISBN-10:
3030623432
Kategori:
Udg. Dato:
31 mar 2022
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
31 mar 2022
Forfatter(e):

Mathematical Foundations for Data Analysis

Engelsk
Paperback 2022
Format:

Bog beskrivelse

This textbook, suitable for an early undergraduate up to a graduate course, provides an overview of many basic principles and techniques needed for modern data analysis. In particular, this book was designed and written as preparation for students planning to take rigorous Machine Learning and Data Mining courses. It introduces key conceptual tools necessary for data analysis, including concentration of measure and PAC bounds, cross validation, gradient descent, and principal component analysis. It also surveys basic techniques in supervised (regression and classification) and unsupervised learning (dimensionality reduction and clustering) through an accessible, simplified presentation. Students are recommended to have some background in calculus, probability, and linear algebra.  Some familiarity with programming and algorithms is useful to understand advanced topics on computational techniques.

... Vis mere

Forlags Vejl. pris
582,49 kr
Hos Booktok
453 kr
spar 22%
Læg i kurv nu
Sikker betaling
23 - 25 hverdage

Specifikationer
Sprog:
Engelsk
Sider:
287
ISBN-13:
9783030623432
Indbinding:
Paperback
ISBN-10:
3030623432
Kategori:
Udg. Dato:
31 mar 2022
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
31 mar 2022
Forfatter(e):
Finder produkter...
Kategori sammenhænge