SK301 | Machine Learning | Linear Regression | Camel Academy

Описание: Check out this video for #MachineLearning #LinearRegression #sklearn

00:24 SKLearn Linear Model
00:35 Airbnb New York City
01:45 Data Pre-Processing - Cleansing, Editing, Reduction, Munging, Wrangling
09:35 One-Hot-Encoding and the Dummy Variable
12:35 Concat & Drop
14:55 Dummy variable trap, Multicollinearity
20:45 Linear Model LinearRegression
24:30 Train Test Split
27:35 Fit & Learn
28:20 Intercept & Cofficient
30:50 Model Predict
36:15 Mean Squared Error R2_Score Score

If you need access to CSV files please check out the below 3 links.
https://raw.githubusercontent.com/pic...
https://github.com/pichappan/SamplePy...
https://github.com/pichappan/SamplePy...

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