Vanishing Exploding Gradients C2w1l10

Summary

Take the Deep Learning Specialization: bit.ly/2vzq1jp all our courses: deeplearning.ai to ... Let's discuss a problem that creeps up time-and-time during the training process of an artificial neural network. This is the problem ... Ever wondered why deep neural networks sometimes stop learning or suddenly become unstable? In this video, we'll break down ... This video is part of the Udacity course "Deep Learning". Watch the full course at udacity.com/course/ud730. Dive into Deep Learning UC Berkeley, STAT 157 Slides are at courses.d2l.ai The book is at d2l.ai. Have you ever wondered why, for decades, making neural networks truly deep was almost impossible? The reason is a ... In this video we will understand what This video describes some of the down-sides of trying to train deep neural networks. 00:00 Introduction 04:27 Note: at time stamp 2:15 I said clip by norm but written clip by value over there. I apologize for that and confirm that it is "Clip by ...