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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：

6026 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 6050 个评论（共 7,286 个）

创建者 Kaustubh D

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Oct 4, 2018

Wow

创建者 str0e

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Sep 7, 2018

ok!

创建者 Matteo I

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Aug 25, 2018

wow

创建者 莫毅啸

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Jun 23, 2018

ths

创建者 黄家鸿

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Jun 12, 2018

非常好

创建者 杨恺

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Feb 3, 2018

不错的

创建者 乾浩 姚

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Jan 14, 2018

非常好

创建者 jinntaoo

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Sep 5, 2017

OK.

创建者 Aditya J

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Nov 19, 2024

ok

创建者 ARTURO R G

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May 24, 2020

:)

创建者 罗丽莹

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Apr 10, 2020

很棒

创建者 王攀成

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Mar 17, 2020

很棒

创建者 Juncheol Y

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Feb 14, 2020

^^

创建者 林韋銘

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Aug 25, 2019

gj

创建者 liangsheng

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Jul 22, 2019

很好

创建者 Hiroaki K

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Apr 24, 2019

最高

创建者 I l N

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Apr 9, 2019

超棒

创建者 Cruel

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Mar 16, 2019

ok

创建者 侯宇翔

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Dec 11, 2018

牛！

创建者 Pham X V

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Nov 5, 2018

:

)

创建者 Bilal M

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Dec 11, 2017

:)

创建者 MohammadSadegh Z

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Jun 15, 2021

创建者 홍승은

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May 7, 2021

-

创建者 eduardo e

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Jul 5, 2020

d

创建者 Vinish R

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May 27, 2020

g