eBook - ePub

Applied Statistics with Python

Name: Applied Statistics with Python
ISBN: 9781040310021

Volume I: Introductory Statistics and Regression

Leon Kaganovskiy,

336 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Applied Statistics with Python

Volume I: Introductory Statistics and Regression

Leon Kaganovskiy,

About this book

Applied Statistics with Python: Volume I: Introductory Statistics and Regression concentrates on applied and computational aspects of statistics, focusing on conceptual understanding and Python-based calculations. Based on years of experience teaching introductory and intermediate Statistics courses at Touro University and Brooklyn College, this book compiles multiple aspects of applied statistics, teaching the reader useful skills in statistics and computational science with a focus on conceptual understanding. This book does not require previous experience with statistics and Python, explaining the basic concepts before developing them into more advanced methods from scratch. Applied Statistics with Python is intended for undergraduate students in business, economics, biology, social sciences, and natural science, while also being useful as a supplementary text for more advanced students.

Key Features:

Concentrates on more introductory topics such as descriptive statistics, probability, probability distributions, proportion and means hypothesis testing, as well as one-variable regression
The book's computational (Python) approach allows us to study Statistics much more effectively. It removes the tedium of hand/calculator computations and enables one to study more advanced topics
Standardized sklearn Python package gives efficient access to machine learning topics
Randomized homework as well as exams are provided in the author's course shell on My Open Math web portal (free)

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Yes, you can access Applied Statistics with Python by Leon Kaganovskiy in PDF and/or ePUB format, as well as other popular books in Mathematics & Computer Science General. We have over one million books available in our catalogue for you to explore.