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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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63,494 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

AS

Apr 18, 2020

Very good course to give you deep insight about how to enhance your algorithm and neural network and improve its accuracy. Also teaches you Tensorflow. Highly recommend especially after the 1st course

NC

Aug 18, 2017

Yet another excellent course by Professor Ng! Really helped me gain a detailed understanding of optimization techniques such as RMSprop and Adam, as well as the inner workings of batch normalization.

筛选依据：

4826 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4850 个评论（共 7,283 个）

创建者 Bogdan S

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Nov 4, 2018

Excellent course!

创建者 Zhidan W

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Oct 17, 2018

Extremely helpful

创建者 Jakub V

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Sep 9, 2018

Depth and clarity

创建者 Timur B

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Sep 1, 2018

Excellent course!

创建者 Vinay A

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Aug 27, 2018

Fantastic Course.

创建者 Deleted A

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Aug 16, 2018

excellent courses

创建者 Caique D S C

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Jul 21, 2018

very good content

创建者 Sicen D

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Jun 5, 2018

Very Good Course!

创建者 Jui-wen L

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Jun 4, 2018

Very informative.

创建者 Md J I

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May 28, 2018

Excellent course.

创建者 吴雅婷

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Apr 22, 2018

最后程序注释中有少量错误，别的很好

创建者 Liu H

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Apr 20, 2018

very good course!

创建者 Zack L

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Apr 17, 2018

Excellent course!

创建者 ZHANG C

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Apr 6, 2018

Very great course

创建者 Pandya N

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Mar 20, 2018

briefly explained

创建者 Vimit D

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Mar 20, 2018

great explanation

创建者 Lucas B

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Mar 11, 2018

Excellent course.

创建者 Xue W

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Mar 5, 2018

有理论讲解、有编程实践，干货满满。

创建者 Kun W Y

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Mar 4, 2018

Very nice course!

创建者 書瑋張

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Feb 4, 2018

Very good course.

创建者 Zach P

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Jan 8, 2018

Excellent course.

创建者 Rodrigo T

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Dec 25, 2017

Excellent Course!

创建者 Joaquin T

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Dec 23, 2017

Amazing, as usual

创建者 Lv s

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Dec 21, 2017

吴恩达老师的课讲解的非常棒 ！！！

创建者 Shangyu Y

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Dec 9, 2017

Excellent course!