Data Science Fundamentals: Linear Regression

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/fundamentals
Data: Data: https://www.kaggle.com/austinreese/craigslist-carstrucks-data
Sklearn LinearRegression: https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html
StatsModels OLS: https://www.statsmodels.org/dev/generated/statsmodels.regression.linear_model.OLS.html

Fundamentals Exploration: https://www.youtube.com/watch?v=Z9dGmL2G-4k&list=PL2zq7klxX5ATPC8RuqCuTDdki3b4NqKQv&index=2
Fundamentals Manipulation: https://www.youtube.com/watch?v=yIJrCFXs0rU&list=PL2zq7klxX5ATPC8RuqCuTDdki3b4NqKQv&index=3
Fundamentals Clearning: https://www.youtube.com/watch?v=4yI3vVe0Jos
Fundamentals Regression: https://www.youtube.com/watch?v=EAezvs0eL1s
Fundamentals SQL: https://www.youtube.com/watch?v=WKXtTo7lqmA
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Видео Data Science Fundamentals: Linear Regression канала Ken Jee