This project implements a linear regression model to convert temperatures from Celsius to Fahrenheit. The model is trained using synthetic data, and the performance of the model is evaluated over time.

• Linear Regression Model: Trains a linear regression model to convert Celsius to Fahrenheit.
• Model Evaluation: Plots the Mean Squared Error (MSE) of the model over time as the number of data points increases.
• Continuous User Input: Allows users to continuously input Celsius values and get the corresponding Fahrenheit conversion until a non-numeric value is entered.

1. Clone the Repository:

   git clone https://github.com/yourusername/temperature-conversion-model.git
   cd temperature-conversion-model

2. Install Dependencies: Ensure you have Python installed. Then, install the required packages:

   pip install numpy matplotlib scikit-learn

3. Run the Script:

   python temperature_conversion.py

4. Use the Continuous Input Loop:

   • Enter temperature values in Celsius to get the Fahrenheit conversion.
   • To exit, type any alphabetic character.

This project is licensed under the MIT License. See the LICENSE file for details.