Machine Learning, Gradient Descent, Stochastic Gradient, Data Science, Learning Curve.
updates up to theconvergence to the optimal solution. Python Code for Gradient Descent in Simple Linear Regression import numpy as np # Define the dataset X = np.array([1, 2, 3, 4, 5]) y = np.array([2, 4, 5, 4, 5]) # Initialize parameters alpha = 0.01 # Learning rate epochs = 1000 # Number of