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Python 3
Understanding Dataset Dimensions

Understanding Dataset Dimensions

Understanding Dataset Dimensions

Understanding Dataset Dimensions

Knowing the size of the dataset helps estimate its complexity.

Code

**house_price_df.shape**

Explanation

The output provides:

Number of rows
Number of columns

The California Housing Dataset contains:

20640 observations
9 columns

These columns include 8 features and 1 target variable.

Understanding dataset dimensions helps plan preprocessing and modeling activities.

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Understanding Dataset Dimensions

Contents

Understanding Dataset Dimensions

Code

Explanation

House Price Prediction Using Machine Learning (XGBoost)

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