pareshrchaudhary / numericalmethods

This repository is practical implementation of numerical methods and other software engineering techniques.

numericalmethods

This repository has practical implementation of numerical methods and other software engineering techniques.

Table of Contents

• 00. Object Oriented Python
• 01. Numbers (Float)
• 02. Complexity
• 03. Limits
• 04. Derivatives
• 05. Applications of Derivatives
• 06. Integration
• 07. Linear Algebra

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References

Python

• Python Programming

Markdown Tutorials

• From the creator of Markdown
• Hands on tutorial

Number Representation

• Representation of Numbers

Big O

• Reducible - What Is Big O Notation?
• Big O Notation (and Omega and Theta) - best mathematical explanation
• Cheat Sheet

Math

• Calculus

  • Calculus 1A: Differentiation
  • Calculus 1B: Integration
  • 3Bbue1Brown - Essence of calculus
  • 3Bbue1Brown - Differential equations

• Linear Algebra

  • 18.06 Linear Algebra by Gilbert Strang
  • Linear Algebra Review
  • 3Bbue1Brown - Essence of linear algebra

• Probability

  • Seeing Theory