The Vanishing Gradient Problem in 2 Minutes | Sigmoid Numerical Example
Автор: CanAIHelp
Загружено: 2025-01-04
Просмотров: 119
Understand the Vanishing Gradient Problem with the sigmoid function in just 2 minutes! This video explains exactly why deep neural networks can fail to train, using a clear, step-by-step numerical example.
We demystify one of deep learning's core challenges. Follow the math of backpropagation to see how the derivative of the sigmoid function causes gradients to shrink exponentially, preventing earlier layers in your network from learning effectively.
Perfect for machine learning students, aspiring AI engineers, and anyone preparing for a data science or deep learning technical interview.
#VanishingGradient #DeepLearning #NeuralNetworks #Sigmoid #MachineLearning #AI #Backpropagation #DataScience
Доступные форматы для скачивания:
Скачать видео mp4
-
Информация по загрузке:
