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The Statistics and Calculus with Python Workshop

You're reading from  The Statistics and Calculus with Python Workshop

Product type Book
Published in Aug 2020
Publisher Packt
ISBN-13 9781800209763
Pages 740 pages
Edition 1st Edition
Languages
Concepts
Authors (6):
Peter Farrell Peter Farrell
Profile icon Peter Farrell
Alvaro Fuentes Alvaro Fuentes
Profile icon Alvaro Fuentes
Ajinkya Sudhir Kolhe Ajinkya Sudhir Kolhe
Profile icon Ajinkya Sudhir Kolhe
Quan Nguyen Quan Nguyen
Profile icon Quan Nguyen
Alexander Joseph Sarver Alexander Joseph Sarver
Profile icon Alexander Joseph Sarver
Marios Tsatsos Marios Tsatsos
Profile icon Marios Tsatsos
View More author details

Table of Contents (14) Chapters

Preface
1. Fundamentals of Python 2. Python's Main Tools for Statistics 3. Python's Statistical Toolbox 4. Functions and Algebra with Python 5. More Mathematics with Python 6. Matrices and Markov Chains with Python 7. Doing Basic Statistics with Python 8. Foundational Probability Concepts and Their Applications 9. Intermediate Statistics with Python 10. Foundational Calculus with Python 11. More Calculus with Python 12. Intermediate Calculus with Python Appendix

Vectors

Vectors are abstract mathematical objects with a magnitude (size) and direction (orientation). A vector is represented by an arrow that has a base (tail) and a head. The head shows the direction of the vector, while the length of the arrow's body shows its magnitude.

A scalar, in contrast to a vector, is a sole number. It's a non-vector, that is, a pure integer, real or complex (as we shall see later), that has no elements and hence no direction.

Vectors are symbolized by either a bold-faced letter A, a letter with an arrow on top, or simply by a regular letter, if there is no ambiguity regarding the notation in the discussion. The magnitude of the vector, A, is stylized as |A| or simply A. Now, let's have a look at the various vector operations.

Vector Operations

Simply put, a vector is a collection (think of a list or array) of two, three, or more numbers that form a mathematical object. This object lives in a particular geometrical space called...

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