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Machine Learning

Salary Prediction (Polynomial)

Modeling non-linear salary growth trends using Polynomial Regression techniques.

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Project Overview

Capturing exponential or non-linear career growth trajectories that simple linear models miss.

Technologies Used

PythonPolynomial FeaturesMatplotlib

Methodology

  1. 1Transforming features into higher-order polynomials.
  2. 2Comparing linear vs polynomial fitment.
  3. 3Model training on professional experience data.
  4. 4Visualizing the regression curve against data points.

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