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1. multiple-linear-regression multiple-linear-regression Public

   A Python implementation of multiple linear regression to predict the profit of startups based on their spending in R&D, Administration, Marketing, and the state they operate in.

   Python 1

2. simple-linear-regression simple-linear-regression Public

   A Python script that implements a simple linear regression model to predict employee salaries based on years of experience, with predictions for mid-level and senior-level roles.

   Python 1

3. polynomial-regression polynomial-regression Public

   This project demonstrates the use of both Linear and Polynomial Regression models to predict salaries based on the position level of employees. By using a dataset that contains position levels and …

   Python 1

4. support-vector-regression support-vector-regression Public

   This project implements Support Vector Regression (SVR) to predict the salary of an employee based on their position level. The script uses a dataset that contains position levels and corresponding…

   Python 1

5. decision-tree-regression decision-tree-regression Public

   This project implements **Decision Tree Regression** to predict the salary of an employee based on their position level. By using a dataset containing position levels and their corresponding salari…

   Python

6. random-forest-regressor random-forest-regressor Public

   This project implements **Random Forest Regression** to predict the salary of an employee based on their position level. Using a dataset that includes position levels and corresponding salaries, th…

   Python