Machine Learning: Linear Regression

Goal: Teach the model to learn the linear function:

Formula: y = 2x + 1

We are training the model with the following data:

• Input (x): [1, 2, 3, 4, 5]
• Output (y): [3, 5, 7, 9, 11]

The model starts with random weights and biases and learns to approximate the function using gradient descent.