ft_linear_regression

An introduction to machine learning.

Summary

The main objective of this project is to develop a model that can predict car prices based on mileage.

To achieve this goal, I have employed the widely used linear regression technique, which involves fitting a straight line through the data points to identify the relationship between the two variables.

The model has been trained using a gradient descent algorithm, a popular optimization technique used in machine learning.

---

Subject

The subject can be found here.

Usage

1. Install the required Python packages:

pip install -r requirements.txt

2. Train the model:

python training.py

3. Make predictions:

python prediction.py

Testing

Run the tests with:

python -m unittest discover tests