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A Python Data Analyst’s Toolkit: Learn Python and Python-based Libraries with Applications in Data Analysis and Statistics book cover by Gayathri Rajagopalan
Paperback

A Python Data Analyst’s Toolkit: Learn Python and Python-based Libraries with Applications in Data Analysis and Statistics

by Gayathri Rajagopalan

$38.49 / copy at 25+ copies As low as $34.09 at 1,000+Your best volume price

Paperback · 399 pages Apress · 2020

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About the book

A Python Data Analyst’s Toolkit

Explore the fundamentals of data analysis, and statistics with case studies using Python. This book will show you how to confidently write code in Python, and use various Python libraries and functions for analyzing any dataset. The code is presented in Jupyter notebooks that can further be adapted and extended.

This book is divided into three parts – programming with Python, data analysis and visualization, and statistics. You'll start with an introduction to Python – the syntax, functions, conditional statements, data types, and different types of containers.  You'll then review more advanced concepts like regular expressions, handling of files, and solving mathematical problems with Python. 

The second part of the book, will cover Python libraries used for data analysis. There will be an introductory chapter covering basic concepts and terminology, and one chapter each on NumPy(the scientific computation library), Pandas (the data wrangling library) and visualization libraries like Matplotlib and Seaborn. Case studies will be included as examples to help readers understand some real-world applications of data analysis. 

The final chapters of book focus on statistics, elucidating important principles in statistics that are relevant to data science. These topics include probability, Bayes theorem, permutations and combinations, and hypothesis testing (ANOVA, Chi-squared test, z-test, and t-test), and how the Scipy library enables simplification of tedious calculations involved in statistics.

What You'll Learn
  • Further your programming and analytical skills with Python
  • Solve mathematical problems in calculus, and set theory and algebra with Python
  • Work with various libraries in Python to structure, analyze, and visualize data
  • Tackle real-life case studies using Python
  • Review essential statistical concepts and use the Scipy library to solve problems in statistics 
Who This Book Is For

Professionals working in the field of data science interested in enhancing skills in Python, data analysis and statistics.




The book, A Python Data Analyst’s Toolkit: Learn Python and Python-based Libraries with Applications in Data Analysis and Statistics [Bulk, Wholesale, Quantity] ISBN#9781484263983 in Paperback by Gayathri Rajagopalan may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Apress
Author
Gayathri Rajagopalan
Format
Paperback
Published
Dec 23, 2020
ISBN-13
9781484263983
Pages
399
Printing
Printed on demand
Buying for a group

A Python Data Analyst’s Toolkit in bulk: pricing

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CopiesPrice per copyYou save
25 – 99 $38.49 30% off list
100 – 249 $37.39 32% off list
250 – 499 $36.29 34% off list
500 – 999 $35.19 36% off list
1,000+ $34.09 38% off list
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