This textbook introduces the fundamental concepts and methods of statistical learning. It uses Python and provides a unique approach by blending theory, data examples, software code, and exercises from beginning to end for a profound yet practical introduction to statistical learning.
The book consists of three parts: The first one presents data in the framework of probability theory, exploratory data analysis, and unsupervised learning. The second part on inferential data analysis c ...
DETAILS
A First Course in Statistical Learning
With Data Examples and Python Code
Lederer, Johannes
Gebunden, xiv, 294 S.
XIV, 294 p. 104 illus., 95 illus. in color.
Sprache: Englisch
235 mm
Springer, Berlin (2025)
ISBN-13: 978-3-031-30275-6
Titelnr.: 96390324