Yellow cover of Regression Summary Table with sklearn in Python. This template resources is from 365 Data Science.

Regression Summary Table with sklearn in Python Template

The following Regression Summary Table with sklearn in Python template shows how to solve a multiple linear regression problem using the machine learning package sklearn. We create a summary table in the form of a dataframe which stores the features of the model, the corresponding coefficients and their p-values. Open the .ipynb file using Jupyter notebook. Some other related topics are Regression summary table with statsmodels Python, R-squared and Adjusted R-squared with sklearn Python. You can now download the Python template for free. Regression Summary Table with sklearn in Python 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 in .ipynb format that will be useful for anyone who wants to work as a Data Analyst, Data Scientist, Business Analyst, Statistician, Software Engineer, and anyone who works with Python.

How it can help you

Regression analysis is used whenever we are equipped with past data that we can analyze with the aim of making predictions on similar events. Linear regression, for example, is applied whenever the features in a dataset are linearly dependent with the target. That is, as the value of the feature increases, the target value increases proportionally. Once a best linear fit of the data has been found, we would like to see the parameters of this fit. This is where statsmodels' regression summary tables come very handy.

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

Regression Summary Table with sklearn in Python Template