Machine Learning, Optimization, Gradient Descent, Deep Learning, Learning Parameters.
here we have plotted the error surface only for a small range of (w, b), from (−6, 6) and not from (−inf, inf). Gradient Descent to the rescue! Gradient Descent If it’s not already clear, the task at hand is all about finding the best combination of parameters that minimize the loss function.