Udemy – Python for Simple, Multiple and Polynomial Regression Models 2023-10

Udemy – Python for Simple, Multiple and Polynomial Regression Models 2023-10 Downloadly IRSpace

Aug 16, 2025 - 07:04 Updated: Aug 17, 2025 - 19:40

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Udemy – Python for Simple, Multiple and Polynomial Regression Models 2023-10

Python for Simple, Multiple and Polynomial Regression Models. This course teaches you how to solve regression problems using Python, with a thorough understanding of the theory and mathematics behind it. In this course, mathematical equations related to regression are extracted in detail and then implemented in Python step by step so that you can clearly see the connection between theoretical concepts and practical coding. This course is designed for a wide range of people, from high school students to university students and researchers in the field of machine learning. The training starts with the basics of regression and gradually moves to more advanced levels so that everyone can follow the material easily. During the course, you will be introduced to regression theory, mathematical calculations and how to translate these concepts into Python code, and finally you will be able to practically implement regression models based on the equations learned.

What you will learn:

Python programming for regression analysis
The Mathematics and Intuition Behind Regression Models
Simple Linear Regression
Multiple Linear Regression
Polynomial Regression
Ridge regression
Least Square Regression
Regression by Gradient Descent

Who is this course suitable for?

Students studying Data Science, Machine Learning, and Applied Statistical Analytics.
Students and researchers who want to migrate to Python from Matlab and other programming languages.
Students and researchers who are familiar with the theory of regression analysis but don’t know how to implement it in Python.
Anyone who wants to learn simple, multiple, and polynomial regression analysis from scratch.