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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：

5876 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5900 个评论（共 7,283 个）

创建者 manuel a m v

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Jun 12, 2020

great

创建者 supun d

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Jun 11, 2020

Grate

创建者 Suyash C

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Jun 8, 2020

Woah.

创建者 OMKAR S

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May 31, 2020

Good.

创建者 Sanskar j

•

May 29, 2020

Nice!

创建者 Shiyang F

•

Mar 31, 2020

Great

创建者 Yetao W

•

Mar 10, 2020

great

创建者 zhanghx

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Mar 6, 2020

Good!

创建者 yuebin l

•

Mar 4, 2020

bravo

创建者 Alexander A

•

Feb 20, 2020

Класс

创建者 Saoudi H

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Dec 29, 2019

great

创建者 芃維 陳

•

Oct 20, 2019

Nice!

创建者 Mohamed B

•

Oct 1, 2019

great

创建者 hitskyer

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Sep 22, 2019

学到了很多

创建者 GuyChriqui

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Jun 12, 2019

great

创建者 Chenqingming

•

Jun 7, 2019

great

创建者 Wei L

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Mar 31, 2019

Great

创建者 Jan N

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Mar 20, 2019

Great

创建者 Xu Y

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Mar 11, 2019

great

创建者 Gzq

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Mar 10, 2019

great

创建者 Hernan R

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Mar 6, 2019

Good!

创建者 Yuhao L

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Jan 12, 2019

good!

创建者 hexinlin

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Nov 29, 2018

great

创建者 钟胜杰

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Nov 18, 2018

good!

创建者 beihai Q

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Nov 12, 2018

Good!