Math with Python

This repository contains notes, exercises, and projects from the Math with Python course on Udemy.

Course Overview

The Math with Python course provides a comprehensive introduction to using Python for solving mathematical problems. The course covers topics ranging from basic arithmetic operations to advanced topics such as calculus, linear algebra, and data visualization.

Course Link

• Math with Python on Udemy

Content

1. Basic Arithmetic

• Introduction to Python's arithmetic operators
• Working with integers, floats, and complex numbers
• Handling mathematical functions with the math module

2. Algebra

• Solving equations and inequalities
• Working with polynomials and quadratic equations
• Matrix operations using numpy

3. Calculus

• Understanding limits and continuity
• Differentiation and integration with Python
• Applications of calculus in solving real-world problems

4. Linear Algebra

• Vectors and matrices
• Eigenvalues and eigenvectors
• Solving systems of linear equations

5. Data Visualization

• Plotting mathematical functions using matplotlib
• Creating visual representations of algebraic and calculus concepts
• Building interactive plots with plotly

Projects

1. Project 1: Solving a System of Linear Equations

   • Solve a system of linear equations using matrix operations in Python.

2. Project 2: Derivative Calculator

   • Develop a Python script to compute the derivative of a given function.

3. Project 3: Visualizing Polynomial Functions

   • Create interactive plots to visualize the roots and behavior of polynomial functions.

How to Use

Clone the repository and explore the notebooks and scripts provided for each topic.

git clone https://github.com/bsshreesha/Math-with-Python_UDEMY.git

Star the Repository

If you find this project useful or interesting, please consider starring the repository on GitHub!

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