Watch Deep Learning Optimization Problem Video Tutorials & Courses

Here we cover six optimization schemes for deep neural networks: stochastic gradient descent (SGD), SGD with momentum, SGD with Nesterov momentum, RMSprop, AdaGrad and Adam. Chapters --------------- Introduction 00:00 Brief refresher 00:27 Stochastic gradient descent (SGD) 03:16 SGD with momentum 05:01 SGD with Nesterov momentum 07:02 AdaGrad 09:46 RMSprop 12:20 Adam 13:23 SGD vs Adam 15:03 Key Highlights & Overview: Mastering <strong>Deep Learning Optimization Problem</strong> is essential for modern technical workflows and software skills. Follow along with top-rated video tutorials from industry experts today on <strong>TutorTube</strong>.