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Learn Math for Data Science

Why should we care about Math and consider learning something that is often deemed as boring? To answer that, I will use a quote by Galileu Galilei: "in order to understand the universe, we must first understand the language it is written in โ€“ that language is mathematics. And the characters are the geometry shapes like triangles, squares, cubes and many others".

Math is present everywhere in our lives. That's why it is important.

About this Repository

Math

The main goal of this repository is to cover the fundamentals topics of Mathematics, starting from the basics like arithmetic, basic algebra, square roots, and progressing to advanced topics such as linear algebra and calculus.

Note: The focus of this project is Math, but I will use Python for demonstrate some of the concepts.

Note 2: This repo is under development and will likely be updated continuosly.

Table of Contents

The base:

  • Euclid's Axioms
  • Fractions
  • Decimal numbers and Percentage
  • Notable Products
  • Exponentiation
  • Square Roots
  • Logarithm
  • Introduction to Trigonometry
  • Introduction to Functions
  • The concept of Zero and its challenges

High School Math:

  • Complex Numbers
  • Functions
  • Trigonometry
  • Probability
  • Spatial Geometry
  • Analytical Geometry
  • Plane Geometry

Discrete Math:

  • Mathematical Logic
  • Number Theory
  • Sets
  • Counting Theory
  • Relations and Functions

Advanced Math for Data Science:

  • Calculus
  • Linear Algebra
  • Statistics (I will create a dedicated repository for it)

Contact me ๐Ÿ”— ๐Ÿ‘‡

EricSoares EricSoares

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