Linear Regression Model
(Without Scikit-learn)

Overview

This project aims to predict the body mass of penguins using a simple linear regression model. We leverage a dataset containing flipper lengths and corresponding body masses of penguins to train and evaluate our model.

check: Penguine_Data_Prediction.ipynb

Dataset

The dataset consists of 342 samples, each containing two features:

• Flipper Length (mm): Ranging from 172mm to 231mm, with an average length of 197mm.
• Body Mass (g): Ranging from 2700g to 6300g, with an average mass of 4200g.

Usage

1. Clone the Repository:

git clone https://github.com/your_username/linear_regression_penguins.git

2. Install Dependencies:

pip install -r requirements.txt