Machine Learning, Gradient Descent, Stochastic Gradient, Batch Gradient Descent, Regression.
cost functions zero. So, we try to reduce the average of all these cost functions in Batch gradient descent. Let’s visualize all the three cost functions together. Cost functions for the three data samples Now let’s insert the average of the three surfaces (brown). Batch gradient descent is