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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：

5326 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5350 个评论（共 7,286 个）

创建者 唐志强

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Aug 7, 2018

Thanks a lot

创建者 杨潇

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Jul 26, 2018

really great

创建者 Soumik R

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Jul 13, 2018

Great Course

创建者 Osama A

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Jun 9, 2018

Great Course

创建者 AyaHamdy

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May 25, 2018

Great Course

创建者 Hao D

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Apr 23, 2018

Nice course!

创建者 Mark L

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Apr 22, 2018

great course

创建者 郑晨斌

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Apr 8, 2018

Very useful！

创建者 Katrina C

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Mar 24, 2018

Many Thanks!

创建者 Yaxin L

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Mar 7, 2018

very helpful

创建者 Mithilesh K S

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Jan 29, 2018

Great course

创建者 Joris L

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Jan 22, 2018

Really good!

创建者 郭玮

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Dec 25, 2017

Nice course!

创建者 PRALAY P

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Dec 24, 2017

Great Course

创建者 陆恒

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Dec 12, 2017

非常喜欢Andrew的课

创建者 Roussel R

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Dec 2, 2017

Loved it. :*

创建者 栗韶远

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Nov 26, 2017

Great Course

创建者 R11

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Nov 20, 2017

Very helpful

创建者 Ho Y C

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Nov 17, 2017

Excellent!!!

创建者 Melvin E

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Oct 8, 2017

excellent!!!

创建者 Manuel T

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Oct 1, 2017

Great course

创建者 Amar g

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Sep 29, 2017

Great course

创建者 spencer z

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Sep 27, 2017

great course

创建者 Xinyu W

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Sep 9, 2017

Great class!

创建者 Peng J

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Aug 24, 2017

Learn a lot.