Yellow Cover of Linear Regression with Statsmodels in Python. This template resource  is from 365 Data Science.

Linear Regression with statsmodels in Python Template

The following Linear Regression with Statsmodels in Python free .ipynb template shows how to solve a simple linear regression problem using the Ordinary Least Squares statsmodels library. We are going to examine the causal relationship between the independent variable in the dataset - SAT score of a student, and the dependent variable -the GPA score. This database is read with the help of the pandas library. Download and unzip the .zip file in a new folder. Inside the folder you will find a .csv and a .ipynb file. The first one contains the database and the second one contains the Python code. Open the .ipynb file using Jupyter notebook.

Hristina Hristova
Course Author

Who is it for

Everybody who has ever dealt with machine learning and statistics has inevitably solved linear regression problems. This template is for any Data Analyst, Data Scientist, or Machine Learning Engineer who is interested in learning how to explain the causal relationship between two variables and provide insightful information which can later be used for making informed business decisions.

How it can help you

Regression analysis is used when we need to quantify the relationship between dependent and independent variables. This analytical skill is in high demand in the fields of medicine, agriculture, professional sports and especially in the corporate world where it is used to predict people's behaviors on the market.

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

Linear Regression with statsmodels in Python Template