Yellow of OLS Assumptions in Python - Linearity. This template resources is from 365 Data Science.

OLS Assumptions in Python - Linearity Template

The OLS Assumptions in Python - Linearity shows how to transform non-linear dependencies into linear. In this example, we check the dependencies between the price of a car with respect to the year of manufacturing, its price and its mileage. Some other related topics you might be interested are OLS assumptions in Python – Linearity and Linear regression model in Python - residuals. You can now download the Python template for free. The OLS Assumptions in Python - Linearity template is among the topics covered in detail in the 365 Data Science program.

Hristina Hristova
Course Author

Who is it for

This is an open-access Python template that is going to be very useful for Data Analysts, Data Scientists, Machine Learning Engineers and anyone who is interested in learning how to model data in Python using linear regression.

How it can help you

Linear regression is a very handy tool for modeling data. We should, however, always use it with caution. Before deciding to employ this approach, it is worth exploring the conditions under which linear regression is a good algorithm to use. These are the OLS asasumptions. One of them is that the features are assumed to bear a linear dependence with the target. Whenever that is not the case, the data can be transformed such that this assumption is satisfied.

Join 2M Students and Start Learning from the best

The 365 Data Science program is great for beginners. It gives in-depth knowledge and clears every concept. After every lecture, some exercises are given for students to complete for practice, and solutions also. I would highly recommend this program to everyone who wants to be a data scientist and brush up their skills.

harshita sharma Pakistan

The 365 Data Science course is outstanding, it has an outstanding interface and awesome courses from a basic to an advanced level. I really appreciate the quality of the material and the content of this Data Science course!! Thanks to the 365 Data Science team!

Rakesh Patel United States

The 365 Data Science program was excellent. It does meet my expectations 100%. I do thank the 365 Data Science Team for putting this great work together in one package & with a very reasonable price. Hands down, you are the best! Please, keep this great work up!

Amrouni France

Courses where you'll use this resource

OLS Assumptions in Python - Linearity Template