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Gradient descent Batch Gradient Decent, Mini-batch gradient descent, Stochastic gradient descent 还有很多比gradient decent 更优化的算法，在了解这些算法前，需要先理解 Exponentia 阅读全文
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声明：所有内容来自coursera，作为个人学习笔记记录在这里. Gradient Checking Welcome to the final assignment for this week! In this assignment you will learn to implement and u 阅读全文
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声明：所有内容来自coursera，作为个人学习笔记记录在这里. Initialization Welcome to the first assignment of "Improving Deep Neural Networks". Training your neural network requ 阅读全文
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声明：所有内容来自coursera，作为个人学习笔记记录在这里. Regularization Welcome to the second assignment of this week. Deep Learning models have so much flexibility and capac 阅读全文
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italics， _word_ bold, **word** Header Link Image Blockquotes: Lists: Ref: https://www.markdowntutorial.com/ https://www.markdownguide.org/basic-syntax 阅读全文
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Train/Dev/Test set Bias/Variance Regularization 有下面一些regularization的方法. L2 regularization: Forbenius Norm. 上面这张图提到了weight decay 的概念 Weight Decay: A re 阅读全文