Mathematics for Beginners

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 ---------------------------------------------------------------