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The Statistics and Calculus with Python Workshop
book

The Statistics and Calculus with Python Workshop

by Peter Farrell, Alvaro Fuentes, Ajinkya Sudhir Kolhe, Quan Nguyen, Alexander Joseph Sarver, Marios Tsatsos, Amit Chaurasia, Rohan Chikorde, Sanjin Dedic, Tim Hoolihan, Ravi Ranjan Prasad Karn, Alberto Manzini
August 2020
Beginner to intermediate content levelBeginner to intermediate
740 pages
13h 41m
English
Packt Publishing
Content preview from The Statistics and Calculus with Python Workshop

2. Python's Main Tools for Statistics

Overview

This chapter presents a practical introduction to the main libraries that most statistics practitioners use in Python. It will cover some of the most important and useful concepts, functions, and Application Programming Interfaces (APIs) of each of the key libraries. Almost all of the computational tools that will be needed for the rest of this book will be introduced in this chapter.

By the end of this chapter, you will understand the idea behind array vectorization of the NumPy library and be able to use its sampling functionalities. You'll be able to initialize pandas DataFrames to represent tabular data and manipulate their content. You'll also understand the importance of data visualization ...

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Publisher Resources

ISBN: 9781800209763Supplemental Content