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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：

4601 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4625 个评论（共 7,286 个）

创建者 RUSHIKESH P R B

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Jun 11, 2020

Great way of teaching

创建者 BAIDA O

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Jun 2, 2020

Andrew NG the best!!!

创建者 SHEETAL S

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May 28, 2020

anaother great course

创建者 Prithvi A K

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May 13, 2020

Great second course!!

创建者 Waqar A

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May 7, 2020

Great course contents

创建者 Amr B

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Apr 18, 2020

great course as usual

创建者 Mehedi S

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Mar 31, 2020

Beautifully organized

创建者 PURUSHOTHAMAN S

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Mar 30, 2020

Wonderful course!!!!!

创建者 Snow H

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Mar 22, 2020

Really helpful for me

创建者 Prashant A

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Feb 15, 2020

Very good instruction

创建者 Rakesh D

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Jan 14, 2020

Excellent as always..

创建者 Hamza K J

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Dec 22, 2019

Excellent experience.

创建者 朱泓润

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Dec 3, 2019

Very good and useful!

创建者 Sagar P

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Oct 25, 2019

It was good learning.

创建者 Siniša B

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Aug 20, 2019

Thank you, Andrew Ng!

创建者 Mohammed Y M

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Aug 17, 2019

As always... too good

创建者 Leo C

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Aug 3, 2019

Wish it were in java!

创建者 Tim R

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Aug 2, 2019

concrete and straight

创建者 Xuecong L

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Apr 25, 2019

Learnt a lot, thanks!

创建者 Luis G

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Sep 26, 2018

Excellent, as always.

创建者 M S

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Sep 22, 2018

IT was a great course

创建者 hiyouga

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Sep 11, 2018

A very useful course!

创建者 anis

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Sep 9, 2018

the best course ever!

创建者 David B

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Sep 9, 2018

Continued brilliance.

创建者 Tran T D

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Aug 8, 2018

another great course!