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学生对 DeepLearning.AI 提供的 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的评价和反馈

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课程概述

In the second course of the Deep Learning Specialization, you will open the deep learning black box to understand the processes that drive performance and generate good results systematically. By the end, you will learn the best practices to train and develop test sets and analyze bias/variance for building deep learning applications; be able to use standard neural network techniques such as initialization, L2 and dropout regularization, hyperparameter tuning, batch normalization, and gradient checking; implement and apply a variety of optimization algorithms, such as mini-batch gradient descent, Momentum, RMSprop and Adam, and check for their convergence; and implement a neural network in TensorFlow. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

热门审阅

BA

May 31, 2020

Very good course, useful and smart. Some of the example are on tensorflow 1 but I think that they will update them soon to keras tf2 Thank you!I will pass on what I have learned here to undergrads :)

DH

Apr 26, 2020

Everything, Everyparameter in neural networks looks familiar to me now. I feel like I can optimize them for better accuracy. Overall I learned some new things and the way of teaching was really nice.

筛选依据：

6001 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 6025 个评论（共 7,286 个）

创建者 Harsh D

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Jul 1, 2018

good

创建者 Will R

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Jun 27, 2018

dope

创建者 王欢

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Jun 6, 2018

Cool

创建者 Yash R

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Apr 12, 2018

mast

创建者 Mayur V

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Apr 8, 2018

dope

创建者 Lie C

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Feb 27, 2018

nice

创建者 铜 高

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Jan 24, 2018

Cool

创建者 Hao H

•

Jan 7, 2018

nice

创建者 Leo D

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Jan 6, 2018

good

创建者 skyfacon

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Dec 6, 2017

nice

创建者 Duoxiao C

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Nov 16, 2017

good

创建者 Seungsoo L

•

Nov 9, 2017

good

创建者 李少辉

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Nov 2, 2017

收获良多

创建者 Цхондия Г А

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Oct 5, 2017

cool

创建者 bo

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Sep 18, 2017

感谢NG

创建者 马明

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Sep 18, 2017

good

创建者 GAOBO C

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Sep 15, 2017

Good

创建者 TianPing

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Aug 24, 2017

很不错！

创建者 Xiangning C

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Aug 16, 2017

比较简单

创建者 Estate L

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Oct 16, 2020

You

创建者 Kouassi K J M

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Apr 30, 2020

bon

创建者 樊睡懒觉

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Apr 14, 2020

非常好

创建者 华卓隽

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May 8, 2019

666

创建者 Carlos S

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Dec 16, 2018

Ok.