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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：

5976 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 6000 个评论（共 7,283 个）

创建者 znyuan

•

Aug 25, 2019

很实用哦

创建者 Dipanjan C

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Jul 16, 2019

mice

创建者 SiYingYao

•

Mar 31, 2019

good

创建者 용석 권

•

Mar 22, 2019

Good

创建者 Shirish P

•

Feb 11, 2019

Best

创建者 Akash G

•

Feb 5, 2019

good

创建者 朱柏霖

•

Jan 23, 2019

nice

创建者 xuezhibo

•

Jan 20, 2019

nice

创建者 ANKIT S

•

Dec 15, 2018

Good

创建者 Jhon S

•

Nov 25, 2018

cool

创建者 夏天

•

Nov 18, 2018

good

创建者 [email protected]

•

Nov 15, 2018

深入浅出

创建者 王志珍

•

Oct 10, 2018

超级棒！

创建者 Thành N K

•

Oct 4, 2018

good

创建者 Thái T

•

Oct 3, 2018

good

创建者 徐玄清

•

Aug 22, 2018

nice

创建者 Vamsi K C

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Aug 19, 2018

Good

创建者 Khoa V A

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Jul 29, 2018

good

创建者 tiekun c

•

Jul 26, 2018

nice

创建者 定之 胡

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Jul 18, 2018

很好~~

创建者 WD

•

Jul 16, 2018

good

创建者 周树宇

•

Jul 12, 2018

good

创建者 Harsh D

•

Jul 1, 2018

good

创建者 Will R

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Jun 27, 2018

dope

创建者 王欢

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Jun 6, 2018

Cool