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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：

5901 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5925 个评论（共 7,286 个）

创建者 钟胜杰

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Nov 18, 2018

good!

创建者 beihai Q

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Nov 12, 2018

Good!

创建者 Vinita M

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Oct 26, 2018

Great

创建者 Simon H

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Oct 7, 2018

Great

创建者 shenzhonghua

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Sep 3, 2018

Great

创建者 노재화

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Sep 2, 2018

Good!

创建者 He L

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Jul 6, 2018

cool!

创建者 Ashish B

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Jun 24, 2018

great

创建者 jiahaozhou

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Jun 11, 2018

grate

创建者 sachin

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Jun 9, 2018

super

创建者 blaster_fire

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May 23, 2018

Good！

创建者 Du L

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Feb 23, 2018

Best!

创建者 Won J

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Feb 19, 2018

Great

创建者 benedikt h

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Feb 18, 2018

Great

创建者 lalaqingla

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Feb 8, 2018

good!

创建者 冉祥映

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Feb 5, 2018

nice.

创建者 Minsub W

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Feb 1, 2018

good!

创建者 qingjunwu

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Dec 19, 2017

Good!

创建者 Siddarth V

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Dec 11, 2017

Great

创建者 iron

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Dec 6, 2017

great

创建者 董雪振

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Dec 3, 2017

Good!

创建者 Hiep N V

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Nov 17, 2017

G

r

e

a

t

创建者 崔宁

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Nov 13, 2017

GREAT

创建者 Jian X

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Oct 30, 2017

挺不错的。

创建者 Yates Y

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Oct 24, 2017

Nice！