Regression
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Regression focuses on **predicting continuous outcomes**—quantities that vary smoothly, like house prices, energy demand, or biological measurements. This chapter highlights the principles of modeling numeric relationships, understanding how changes in inputs affect outputs, and building interpretable systems that support forecasting and decision-making.

.. toctree::
   :maxdepth: 1
   :caption: Real-World Examples and Demos

   diamond_price_prediction/diamond_price_prediction.ipynb

.. toctree::
   :maxdepth: 1
   :caption: Linear Models 

   regression_with_single_perceptron/regression_with_single_perceptron.ipynb