Data Science Fundamentals: Linear Regression

Опубликовано: 24 Июль 2026
на канале: Ken Jee
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In this video, I walk you through a simple linear regression and a multiple linear regression model using the ordinary least squares method. I build on the previous data science fundamental videos.

#DataScience #DataScienceFundamentals #LinearRegression #Python

Github: https://github.com/PlayingNumbers/fun...
Data: Data: https://www.kaggle.com/austinreese/cr...
Sklearn LinearRegression: https://scikit-learn.org/stable/modul...
StatsModels OLS: https://www.statsmodels.org/dev/gener...

Fundamentals Exploration:    • Data Science Fundamentals: Data Exploratio...  
Fundamentals Manipulation:    • Data Science Fundamentals: Data Manipulati...  
Fundamentals Clearning:    • Data Science Fundamentals: Data Cleaning i...  
Fundamentals Regression:    • Data Science Fundamentals: Linear Regression  
Fundamentals SQL:    • Data Science Fundamentals: SQL Queries  


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