Vanishing Gradient Problem in ANN | Exploding Gradient Problem | Code Example
Channel: CampusX
Date: 2022-04-17

Learn about the Vanishing and Exploding Gradient Problems in Artificial Neural Networks (ANNs) with practical code examples. Understand the challenges and solutions for training deep networks effectively. Improve your grasp on these important concepts in neural network training. 

Digital Notes for Deep Learning: https://shorturl.at/NGtXg

Code - https://colab.research.google.com/drive/1j1qAWzo6sjNU3f_vkMMijOAuFi1JoV8p?usp=sharing

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✨ Hashtags✨
#GradientProblems #NeuralNetworks #codeexamples 

⌚Time Stamps⌚

00:00 - Intro
01:11 - Vanishing Gradient Problem
12:20 - Code Demo
18:00 - How to handle VG problem
20:17 - Code Demo
23:18 - RELU Activation function
25:27 - Code Demo
27:28 - Weight Initialization Techniques
28:11 - Batch Normalization
28:34 - Residual Network
31:51 - Outro