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Mathematics for Beginners

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Gicungdclewlew
Gicungdclewlew
13 Jan 2021

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-
https-github-com-llSourcell-Mathematics-for-Beginners

Twitter bot that uses a unigram model-
https-github-com-sudhanshusks-twitter-bot

Want more education- Connect with me here-
Twitter- https-twitter-com-sirajraval
Facebook- https-www-facebook-com-sirajology
instagram- https-www-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
https-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
http-furius-ca-cqfpub-doc-diffequs-diffequs-pdf

Combinatorics
http-www-baskent-edu-tr-tkaracay-etudio-ders-math-GenelMath-Combinatorics-pdf

Linear Algebra
https-www-souravsengupta-com-cds2016-lectures-Savov-Notes-pdf

Number Theory
https-www-docdroid-net-rAbDvxF-number-theory-cheatsheet-pdf

Geometry
http-mdk12-msde-maryland-gov-instruction-curriculum-hsa-geometry-math-reference-sheet-html

Logic
http-www-pitt-edu-woon-courses-ps2703-logic-pdf

-


WolframAlpha
https-www-wolframalpha-com-

Image to Latex converter
https-github-com-yixuanzhou-image2latex

Latex to Python converter
https-github-com-augustt198-latex2sympy

More educational resources-

Watch Me Build an AI Startup-
https-www-youtube-com-watch-v-NzmoPqte4V4

Make Money with Tensorflow 2-0-
https-www-youtube-com-watch-v-WS9Nckd2kq0

Join us in the Wizards Slack channel-
http-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-
https-theschool-ai-

Signup for my newsletter for exciting updates in the field of AI-
https-goo-gl-FZzJ5w

And please support me on Patreon-
https-www-patreon-com-user-u-3191693

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