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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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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

BA

May 31, 2020

Very good course, useful and smart. Some of the example are on tensorflow 1 but I think that they will update them soon to keras tf2 Thank you!I will pass on what I have learned here to undergrads :)

DH

Apr 26, 2020

Everything, Everyparameter in neural networks looks familiar to me now. I feel like I can optimize them for better accuracy. Overall I learned some new things and the way of teaching was really nice.

筛选依据：

5676 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5700 个评论（共 7,286 个）

创建者 陈尚伟

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Oct 8, 2017

Ng出品，必属精品

创建者 超 宋

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Oct 7, 2017

very nice

创建者 password

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Oct 5, 2017

very good

创建者 Sylvain D

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Oct 5, 2017

Excellent

创建者 Denny M

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Sep 24, 2017

Nice! :-)

创建者 LI S

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Sep 18, 2017

very good

创建者 霍宇琦

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Sep 18, 2017

thank you

创建者 Hugsy W

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Sep 17, 2017

very good

创建者 Santosh P

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Sep 17, 2017

Wonderful

创建者 Yanqing Y

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Sep 12, 2017

very good

创建者 Arturas N

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Sep 8, 2017

Good info

创建者 hanpaopao

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Sep 7, 2017

very good

创建者 chang c

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Sep 5, 2017

very good

创建者 laixiaohang

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Sep 3, 2017

very good

创建者 WXB506

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Aug 24, 2017

内容比较基础，不错

创建者 Naman B

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Aug 23, 2017

Amazing !

创建者 kai w

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Aug 21, 2017

very good

创建者 Davit M

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Jun 20, 2025

GREAT!!!

创建者 Seyyed M M

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Jun 17, 2023

Awesome!

创建者 SHANKAR K

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Feb 12, 2023

Awesome.

创建者 Nam D

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Jul 24, 2021

Chicken

创建者 Thomas L

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Jun 29, 2021

Amazing!

创建者 Hasindri S W

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May 6, 2021

the best

创建者 Musa B

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Feb 13, 2021

Amazing.

创建者 Efecan A

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Nov 7, 2020

PERFECT!