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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：

4951 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4975 个评论（共 7,283 个）

创建者 Fang Y

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May 1, 2018

上课听不懂，全靠吴老师了，大赞！

创建者 Oznobin R A

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May 1, 2018

Very usefull !!!

创建者 张旭东

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Apr 29, 2018

very good course

创建者 Ashwini k p

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Apr 27, 2018

Excellent course

创建者 Waqas E

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Apr 9, 2018

Excellent Course

创建者 zhenyue z

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Apr 6, 2018

keep on learning

创建者 Sougata B

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Mar 31, 2018

Excellent course

创建者 张雅茹

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Mar 15, 2018

useful，thank you

创建者 Lee R

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Mar 6, 2018

Excellent course

创建者 Jitendra M

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Mar 4, 2018

Amazing course!!

创建者 tinyalpha

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Mar 2, 2018

very impressive!

创建者 Samuel P P J

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Feb 27, 2018

Very Good Course

创建者 Kingshuk D

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Feb 14, 2018

Excellent course

创建者 Alex A

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Feb 8, 2018

Best course ever

创建者 Qiuyuan H

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Jan 5, 2018

highly recommend

创建者 蔡畅之

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Dec 20, 2017

Very good course

创建者 Raj S

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Nov 21, 2017

awesome, perfect

创建者 Steffen N

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Nov 18, 2017

fantastic course

创建者 Sarmistha D

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Nov 15, 2017

Excellent course

创建者 Adar B A

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Nov 9, 2017

wonderful course

创建者 Dilraj S

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Oct 20, 2017

Very good course

创建者 Harshit R

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Oct 17, 2017

Excellent course

创建者 lijianfighting

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Oct 16, 2017

课程简单易懂，循序渐进，非常棒！

创建者 Carlos G

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Oct 9, 2017

excellent course

创建者 Zekai C

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Oct 8, 2017

very impressive!