Day: May 6, 2024

This notebook is an exercise in the Intro to Deep Learning course. You can reference the tutorial at this link. Introduction 介绍 In this exercise, you’ll add dropout to the Spotify model from Exercise 4 and see how batch normalization can let you successfully train models on difficult datasets. 在本练习中，您将向练习 4 中的 Spotify 模型添加 dropout，并了解批量归一化如何让您在困难的数据集上成功训练模型。 […]

Introduction 介绍 There’s more to the world of deep learning than just dense layers. There are dozens of kinds of layers you might add to a model. (Try browsing through the Keras docs for a sample!) Some are like dense layers and define connections between neurons, and others can do preprocessing or transformations of other […]

This notebook is an exercise in the Intro to Deep Learning course. You can reference the tutorial at this link. Introduction 介绍 In this exercise, you’ll learn how to improve training outcomes by including an early stopping callback to prevent overfitting. 在本练习中，您将学习如何通过添加提前停止回调以防止过度拟合来改进训练结果。 When you’re ready, run this next cell to set everything up! 准备好后，运行下一个单元格来设置一切！ # […]