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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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63,492 个评分

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

AM

Oct 8, 2019

I really enjoyed this course. Many details are given here that are crucial to gain experience and tips on things that looks easy at first sight but are important for a faster ML project implementation

AA

Oct 22, 2017

Assignment in week 2 could not tell the difference between 'a-=b' and 'a=a-b' and marked the former as incorrect even though they are the same and gave the same output. Other than that, a great course

筛选依据：

5501 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5525 个评论（共 7,283 个）

创建者 Thomas G

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Sep 2, 2018

Excellent!

创建者 kevin E

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Aug 26, 2018

Pure Gold.

创建者 胡炜瑜

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Aug 25, 2018

I like it!

创建者 David

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Aug 15, 2018

Brilliant!

创建者 蔡昇材

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Jul 24, 2018

excellence

创建者 Mingyi Z

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Jul 5, 2018

insightful

创建者 Roushan K

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Jun 11, 2018

Excellent!

创建者 Samkit S

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Jun 4, 2018

Excellent!

创建者 Liu Z

•

May 9, 2018

wonderful!

创建者 Anan

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May 5, 2018

吴恩达老师讲的很好。

创建者 codeit

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May 2, 2018

Excellent!

创建者 张超溢

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May 1, 2018

excellent!

创建者 Imran I

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Apr 30, 2018

Excellent.

创建者 Jack L

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Mar 24, 2018

tremendous

创建者 任玉武

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Mar 15, 2018

very good!

创建者 Predrag S

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Mar 10, 2018

Excellent.

创建者 郑毅腾

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Mar 1, 2018

wonderful！

创建者 Zito R

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Feb 26, 2018

Excellent!

创建者 francisco a

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Feb 22, 2018

Excelente!

创建者 zc

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Jan 23, 2018

very nice!

创建者 Nurmukhamed U

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Jan 19, 2018

Well done!

创建者 Michael M

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Jan 8, 2018

Excellent!

创建者 Jian G

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Jan 3, 2018

very nice!

创建者 王鑫

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Nov 23, 2017

very good!

创建者 邵洋

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Nov 21, 2017

very nice!