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Day One of My Machine Learning Rebuild: Predicting Housing Prices with Linear Regression

  • This week the author started building a portfolio of real machine learning (ML) projects to break into the industry.
  • The author used the California Housing dataset from sklearn.datasets for predicting housing prices with linear regression.
  • Exploratory Data Analysis (EDA) revealed features with strong correlation to house prices, such as median income.
  • The author trained a linear regression model using scikit-learn, evaluated its performance, and made predictions on new or test data.

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