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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
+2 more Show less
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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

10. Foundational Calculus with Python

Activity 10.01: Maximum Circle-to-Cone Volume

Solution:

  1. To find the volume of the resulting cone, you need the height of the cone and the radius of the base, as in the figure on the right of Figure 10.33. First, we find the circumference of the base, which is equal to the arc length AB in the cut circle on the left. You can set R to 1 since all we're interested in is the angle.

    Radian measurements make finding arc lengths easy. It's just the angle left over from the cut, which is 2π - θ times the radius R, which we're setting to 1. So θ is also the circumference of the base of the cone. We can set up an equation and solve r:

    Figure 10.34: Formula to calculate the radius

  2. We'll code that into our program. We'll need to import a few things from Python's math module and define the r variable:
    from math import pi,sqrt,degrees
    def v(theta):
        r = (2*pi - theta)/(2*pi) 
  3. ...
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