Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Doing Math with Python - PyCon Australia, 2016

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for Amit Saha Amit Saha
August 12, 2016
Education
57
1

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

More Decks by Amit Saha

See All by Amit Saha
PiCloud: Cloud Computing Simplified
Avatar for Amit Saha amitsaha
1
300
Most Probable Point Based Constraint Handling
Avatar for Amit Saha amitsaha
1
90
Equality Constrained Multi-object
Avatar for Amit Saha amitsaha
0
51

Other Decks in Education

See All in Education
ブランチ操作 / 02-a-branch
Avatar for kaityo256 kaityo256
PRO
0
220
Leveraging LLMs for student feedback in introductory data science courses (Stats Up AI)
Avatar for Mine Cetinkaya-Rundel minecr
1
250
Alumnote inc. Company Deck
Avatar for Alumnote yukinumata
1
15k
演習：GitHubの基本操作 / 06-github-basic
Avatar for kaityo256 kaityo256
PRO
0
240
環境・社会理工学院（建築学系）大学院説明会 2026｜東京科学大学（Science Tokyo）
Avatar for Science Tokyo （東京科学大学） / Science Tokyo (Institute of Science Tokyo) sciencetokyo
PRO
0
1.1k
反応する前に「受容する」力を鍛える。 自分の安全地帯🌱 を育てよう / Cultivating and sharing ventral vagal safety.
Avatar for Aki spring_aki
0
120
SSH_handshake_easy_explain
Avatar for KenBo kenbo
0
960
良い塩梅を実現する、AWSネットワーク3分クッキング
Avatar for モブエンジニア（Masaki Okuda） masakiokuda
1
220
リモートリポジトリの操作 / 02-c-remote
Avatar for kaityo256 kaityo256
PRO
0
130
Design Guidelines and Principles - Lecture 7 - Information Visualisation (4019538FNR)
Avatar for Beat Signer signer
PRO
0
2.9k
青森県の人口減少について | | 下山学園高等学校
Avatar for aomorisix aomori6
PRO
0
120
理工学系 第1回大学院説明会2026｜東京科学大学（Science Tokyo）
Avatar for Science Tokyo （東京科学大学） / Science Tokyo (Institute of Science Tokyo) sciencetokyo
PRO
1
750

Featured

See All Featured
The Illustrated Guide to Node.js - THAT Conference 2024
Avatar for David Neal reverentgeek
1
320
Marketing Yourself as an Engineer | Alaka | Gurzu
Avatar for Gurzu gurzu
0
170
How to audit for AI Accessibility on your Front & Back End
Avatar for davetheseo davetheseo
0
230
SERP Conf. Vienna - Web Accessibility: Optimizing for Inclusivity and SEO
Avatar for Sara Fernández Carmona sarafernandez
2
1.4k
Writing Fast Ruby
Avatar for Erik Berlin sferik
630
63k
WCS-LA-2024
Avatar for Leonardo Collado-Torres lcolladotor
0
510
Reflections from 52 weeks, 52 projects
Avatar for Jefferson Lam jeffersonlam
356
21k
Jamie Indigo - Trashchat’s Guide to Black Boxes: Technical SEO Tactics for LLMs
Avatar for Tech SEO Connect techseoconnect
PRO
0
92
YesSQL, Process and Tooling at Scale
Avatar for Rocio Delgado rocio
174
15k
Context Engineering - Making Every Token Count
Avatar for Addy Osmani addyosmani
9
790
The Limits of Empathy - UXLibs8
Avatar for Cassini Nazir cassininazir
1
280
Navigating the Design Leadership Dip - Product Design Week Design Leaders+ Conference 2024
Avatar for Andy Polaine apolaine
0
260

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