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The Statistics and Calculus with Python Workshop

You're reading from   The Statistics and Calculus with Python Workshop A comprehensive introduction to mathematics in Python for artificial intelligence applications

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Product type Paperback
Published in Aug 2020
Publisher Packt
ISBN-13 9781800209763
Length 740 pages
Edition 1st Edition
Languages
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Authors (6):
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Ajinkya Sudhir Kolhe Ajinkya Sudhir Kolhe
Author Profile Icon Ajinkya Sudhir Kolhe
Ajinkya Sudhir Kolhe
Quan Nguyen Quan Nguyen
Author Profile Icon Quan Nguyen
Quan Nguyen
Marios Tsatsos Marios Tsatsos
Author Profile Icon Marios Tsatsos
Marios Tsatsos
Alexander Joseph Sarver Alexander Joseph Sarver
Author Profile Icon Alexander Joseph Sarver
Alexander Joseph Sarver
Peter Farrell Peter Farrell
Author Profile Icon Peter Farrell
Peter Farrell
Alvaro Fuentes Alvaro Fuentes
Author Profile Icon Alvaro Fuentes
Alvaro Fuentes
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Table of Contents (14) Chapters Close

Preface
1. Fundamentals of Python 2. Python's Main Tools for Statistics FREE CHAPTER 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

Interest Calculations

There's a crucial tool in the study of differential equations that originated in the study of interest calculations in the middle ages. Let's take a look at the following exercise.

Exercise 12.01: Calculating Interest

A savings account pays 2% annual interest. If $3,500 is invested, how much money is in the account after 5 years?

The formula for simple interest is as follows:

Figure 12.4: Formula for simple interest

Here, I is the interest, P is the principal or the original amount invested, r is the rate of interest or growth, and t is the time the amount has been invested for. By this formula, the interest earned on the amount is I = (3500)(0.02)(5) = $350. Follow these steps to complete this exercise:

  1. This is a good opportunity to start a program that will take in an initial amount, interest rate, and time and output the interest earned using the preceding formula:
    def amount(p0,rate,t):
       ...
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