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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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63,493 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

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

筛选依据：

4601 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4625 个评论（共 7,283 个）

创建者 SHEETAL S

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May 28, 2020

anaother great course

创建者 Prithvi A K

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May 13, 2020

Great second course!!

创建者 Waqar A

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May 7, 2020

Great course contents

创建者 Amr B

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Apr 18, 2020

great course as usual

创建者 Mehedi S

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Mar 31, 2020

Beautifully organized

创建者 PURUSHOTHAMAN S

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Mar 30, 2020

Wonderful course!!!!!

创建者 Snow H

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Mar 22, 2020

Really helpful for me

创建者 Prashant A

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Feb 15, 2020

Very good instruction

创建者 Rakesh D

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Jan 14, 2020

Excellent as always..

创建者 Hamza K J

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Dec 22, 2019

Excellent experience.

创建者 朱泓润

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Dec 3, 2019

Very good and useful!

创建者 Sagar P

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Oct 25, 2019

It was good learning.

创建者 Siniša B

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Aug 20, 2019

Thank you, Andrew Ng!

创建者 Mohammed Y M

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Aug 17, 2019

As always... too good

创建者 Leo C

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Aug 3, 2019

Wish it were in java!

创建者 Tim R

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Aug 2, 2019

concrete and straight

创建者 Xuecong L

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Apr 25, 2019

Learnt a lot, thanks!

创建者 Luis G

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Sep 26, 2018

Excellent, as always.

创建者 M S

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Sep 22, 2018

IT was a great course

创建者 hiyouga

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Sep 11, 2018

A very useful course!

创建者 anis

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Sep 9, 2018

the best course ever!

创建者 David B

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Sep 9, 2018

Continued brilliance.

创建者 Tran T D

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Aug 8, 2018

another great course!

创建者 Laurenz R

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Jun 3, 2018

Very good explanation

创建者 KIBO

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Mar 25, 2018

very good ! Thank you