The Statistics and Calculus with Python Workshop
This is the repository for The Statistics and Calculus with Python Workshop, published by Packt. It contains all the supporting project files necessary to work through the course from start to finish.
Requirements and Setup
To get started with the project files, you'll need to:
About The Statistics and Calculus with Python Workshop
Are you looking to start developing artificial intelligence applications? Do you need a refresher on key mathematical concepts? Full of engaging practical exercises, The Statistics and Calculus Workshop will show you how to apply your understanding of advanced mathematics in the context of Python.
What you will learn
- Get to grips with the fundamental mathematical functions in Python
- Perform calculations on tabular datasets using pandas
- Understand the differences between polynomials, rational functions, exponential functions, and trigonometric functions
- Use algebra techniques for solving systems of equations
- Solve real-world problems with probability
- Solve optimization problems with derivatives and integrals
Related Workshops
If you've found this repository useful, you might want to check out some of our other workshop titles: