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Doing Math with Python - PyCon Australia, 2016

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Avatar for Amit Saha Amit Saha
August 12, 2016
Education
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Doing Math with Python - PyCon Australia, 2016

See my blog post for the demos: https://doingmathwithpython.github.io/pyconau-dmwp.html

Avatar for Amit Saha

Amit Saha

August 12, 2016
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Transcript

  1. Doing Math with Python Amit Saha https://echorand.me @echorand

  2. Hi! I am @echorand (Thanks Facebook)

  3. About me Author of “Doing Math with Python”, No Starch

    Press, August, 2015 Contributor to SymPy, CPython, creator/maintainer of Fedora Scientific Contact: @echorand, [email protected], http://echorand.me

  4. Demos and slides http://bit.ly/mathwithpython

  5. Why “Math with Python”? Interactive and enriching teaching and learning

    experience

  6. How? Tools: Python 3, SymPy, matplotlib http://python.org http://sympy.org http://matplotlib.org/

  7. How much Math? Algebra Basic statistics, sets and Probability

  8. How much Math? Random numbers Basic Calculus

  9. How much Python? Defining and Calling functions Loops and Basic

    Data structures

  10. How much Python? Creating objects, attributes Calling methods on objects

  11. Let’s get started! Python as a ..

  12. #1. Scientific Calculator math, statistics, others (Notebook: Scientific Calculator)

  13. Question time!

  14. How many lines in a program to do this? Output

    Input

  15. #2. Really Awesome Calculator How to do all the math

    with Python? SymPy, matplotlib

  16. SymPy Basics Programs which understand x and y (Notebooks: SymPy

    Basics - 1, 2, 3)

  17. Create a graph y = 2x2 + 2x + 1

    (Notebook: Awesome Calculator - 1)

  18. Solve equations 2x2 + 2x + 1 = 0 (Notebook:

    Awesome Calculator - 2)

  19. Solve inequalities sin(x) + 1 <= 0 (Notebook: Awesome Calculator

    - 3)

  20. Question time!

  21. Limit of a function (Notebook: Awesome Calculator - 4)

  22. Derivative of a function (Notebook: Awesome Calculator - 5)

  23. Integral of a function (Notebook: Awesome Calculator - 6)

  24. Definite Integral of a function (Notebook: Awesome Calculator - 7)

  25. #3. More than smart calculators Interactive notebooks, Animations

  26. Uniform and Non-uniform random numbers (Notebook: Uniform and Non-uniform Random

    numbers)

  27. Interactive Notebooks (Notebook: Interactive Notebook Demo)

  28. Interactive Barnsley Fern Non-uniform random numbers (Notebook: Interactive Barnsley Fern)

  29. Interactive Mandelbrot Set (Notebook: Interactive Mandelbrot Set)

  30. Animations (Notebook: Projectile Motion, py-files: projectile_animation.py)

  31. Great base for the future Data Science, Machine Learning (Notebooks:

    Gradient Descent, Simple Linear Regression)

  32. That’s all. [email protected] @mathwithpython Check out: https://doingmathwithpython.github.io