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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

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

NT

Aug 19, 2019

I think this course is great. Because we learn about some definitions about hyperparameters, optimization which are frequently appears in papers or in the functions in some Deep Learning frameworks.

筛选依据：

5826 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5850 个评论（共 7,283 个）

创建者 Shawn B

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Mar 24, 2020

great!

创建者 Abdelrahman R

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Feb 1, 2020

Thanks

创建者 Bhanuka D

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Jan 6, 2020

great!

创建者 Zheng H

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Aug 26, 2019

Good!!

创建者 Mohamed E E D

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Aug 10, 2019

thanks

创建者 Shilpi G

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Jun 3, 2019

......

创建者 Ola G

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May 24, 2019

Great!

创建者 JerryPeng

•

Apr 9, 2019

great！

创建者 Sergio L M

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Mar 28, 2019

Great!

创建者 謝秉勳

•

Mar 16, 2019

great!

创建者 Md. A K

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Mar 10, 2019

Awsome

创建者 EL-KADDOURY M

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Dec 2, 2018

thanks

创建者 yangsen

•

Nov 9, 2018

非常好的课程

创建者 Wendi Z

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Oct 21, 2018

非常棒的课程

创建者 王子林

•

Oct 12, 2018

素晴らしい！

创建者 Jiang

•

Sep 21, 2018

课程很清晰~

创建者 冯申翔

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Aug 26, 2018

非常好的课程

创建者 潘晓春

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Aug 2, 2018

非常好的课程

创建者 Artem M

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Jul 20, 2018

Great!

创建者 Wentao H

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Jul 4, 2018

great!

创建者 Liu F

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Jul 4, 2018

课程太好了！

创建者 Zlyyuan

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Jun 27, 2018

Super！

创建者 Saleem M H

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Jun 23, 2018

Great!

创建者 Ma_xan

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May 9, 2018

Great!

创建者 Junior F M

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Apr 21, 2018

Great!