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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

3. Python's Statistical Toolbox

Overview

In the previous chapter, we learned about the three main libraries in Python that help us facilitate various tasks in our statistics/machine learning projects. This chapter, in turn, initiates the formal topic of statistics and its relevant concepts. While it contains a number of theoretical discussion points, we will also employ intuitive examples and hands-on coding activities to help facilitate understanding. What we learn in this chapter will then prepare us for later statistics-related chapters in this workshop.

By the end of this chapter, you will understand the fundamental concepts in statistics and statistical methods. You'll also be able to carry out various statistics-related tasks using ...

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Publisher Resources

ISBN: 9781800209763Supplemental Content