Uploaded June 2019 | Updated September 2026, 1 week ago
Learning how to read math equations will enable you to truly understand not just Artificial Intelligence, but every other Scientific discipline. I’m going to demonstrate a 10 step process that anyone, regardless of their background, can use to understand any math equation, either in a blog post, a textbook, or a Scientific paper, no matter how difficult it may seem. We'll use my process to understand a language model, capable of generating text as a Twitter bot. Enjoy!
Formula Sheets as a Github repository:
github.com/llSourcell/Mathematics_for_Beginners
Twitter bot that uses a unigram model:
github.com/sudhanshusks/twitter_bot
Want more education? Connect with me here:
Twitter: twitter.com/sirajraval
Facebook: facebook.com/sirajology
instagram: instagram.com/sirajraval
The 10 Step process (more details in the vid!):
1- Find an Equation that sparks joy
2- Define the Objective
3- Understand the dependencies
4- Pull up related formula sheets
5- Write it out
6- Translate it to English
7- Translate it to Code
8- Visualize it
9- Apply it to real-world problems
10- Explain it
Formula sheets:
Statistics
http://web.mit.edu/~csvoss/Public/usabo/stats_handout.pdf
Probability
static1.squarespace.com/static/54bf3241e4b0f0d81bf7ff36/t/55e9494fe4b011aed10e48e5/1441352015658/probability_cheatsheet.pdf
Calculus
http://tutorial.math.lamar.edu/pdf/Calculus_Cheat_Sheet_All.pdf
Differential Equations
furius.ca/cqfpub/doc/diffequs/diffequs.pdf
Combinatorics
http://www.baskent.edu.tr/~tkaracay/etudio/ders/math/GenelMath/Combinatorics.pdf
Linear Algebra
souravsengupta.com/cds2016/lectures/Savov_Notes.pdf
Number Theory
docdroid.net/rAbDvxF/number-theory-cheatsheet.pdf
Geometry
mdk12.msde.maryland.gov/instruction/curriculum/hsa/geometry/math_reference_sheet.html
Logic
http://www.pitt.edu/~woon/courses/ps2703_logic.pdf
--------------------------------------------------------------------
WolframAlpha
wolframalpha.com
Image to Latex converter
github.com/yixuanzhou/image2latex
Latex to Python converter
github.com/augustt198/latex2sympy
More educational resources:
Watch Me Build an AI Startup:
youtube.com/watch?v=NzmoPqte4V4
Make Money with Tensorflow 2.0:
youtube.com/watch?v=WS9Nckd2kq0
Join us in the Wizards Slack channel:
wizards.herokuapp.com
Hit the Join button above to sign up to become a member of my channel for access to exclusive live streams!
Join us at the School of AI:
theschool.ai
Signup for my newsletter for exciting updates in the field of AI:
goo.gl/FZzJ5w
And please support me on Patreon:
patreon.com/user?u=3191693 Join my AI community: chatgptschool.io Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
Learning how to read math equations will enable you to truly understand not just Artificial Intelligence, but every other Scientific discipline. I’m going to demonstrate a 10 step process that anyone, regardless of their background, can use to understand any math equation, either in a blog post, a textbook, or a Scientific paper, no matter how difficult it may seem. We'll use my process to understand a language model, capable of generating text as a Twitter bot. Enjoy!
Formula Sheets as a Github repository:
github.com/llSourcell/Mathematics_for_Beginners
Twitter bot that uses a unigram model:
github.com/sudhanshusks/twitter_bot
Want more education? Connect with me here:
Twitter: twitter.com/sirajraval
Facebook: facebook.com/sirajology
instagram: instagram.com/sirajraval
The 10 Step process (more details in the vid!):
1- Find an Equation that sparks joy
2- Define the Objective
3- Understand the dependencies
4- Pull up related formula sheets
5- Write it out
6- Translate it to English
7- Translate it to Code
8- Visualize it
9- Apply it to real-world problems
10- Explain it
Formula sheets:
Statistics
http://web.mit.edu/~csvoss/Public/usabo/stats_handout.pdf
Probability
static1.squarespace.com/static/54bf3241e4b0f0d81bf7ff36/t/55e9494fe4b011aed10e48e5/1441352015658/probability_cheatsheet.pdf
Calculus
http://tutorial.math.lamar.edu/pdf/Calculus_Cheat_Sheet_All.pdf
Differential Equations
furius.ca/cqfpub/doc/diffequs/diffequs.pdf
Combinatorics
http://www.baskent.edu.tr/~tkaracay/etudio/ders/math/GenelMath/Combinatorics.pdf
Linear Algebra
souravsengupta.com/cds2016/lectures/Savov_Notes.pdf
Number Theory
docdroid.net/rAbDvxF/number-theory-cheatsheet.pdf
Geometry
mdk12.msde.maryland.gov/instruction/curriculum/hsa/geometry/math_reference_sheet.html
Logic
http://www.pitt.edu/~woon/courses/ps2703_logic.pdf
--------------------------------------------------------------------
WolframAlpha
wolframalpha.com
Image to Latex converter
github.com/yixuanzhou/image2latex
Latex to Python converter
github.com/augustt198/latex2sympy
More educational resources:
Watch Me Build an AI Startup:
youtube.com/watch?v=NzmoPqte4V4
Make Money with Tensorflow 2.0:
youtube.com/watch?v=WS9Nckd2kq0
Join us in the Wizards Slack channel:
wizards.herokuapp.com
Hit the Join button above to sign up to become a member of my channel for access to exclusive live streams!
Join us at the School of AI:
theschool.ai
Signup for my newsletter for exciting updates in the field of AI:
goo.gl/FZzJ5w
And please support me on Patreon:
patreon.com/user?u=3191693 Join my AI community: chatgptschool.io Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
