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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

AM

Oct 8, 2019

I really enjoyed this course. Many details are given here that are crucial to gain experience and tips on things that looks easy at first sight but are important for a faster ML project implementation

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

筛选依据：

6026 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 6050 个评论（共 7,283 个）

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 Ming G

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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

创建者 Yuanfang S

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Jun 8, 2019

-

创建者 Sarah Z

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Nov 7, 2018

V

创建者 张帆

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Aug 25, 2018

贵