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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：

4801 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4825 个评论（共 7,283 个）

创建者 Andrew F

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Feb 11, 2020

Brilliant course!

创建者 Satish

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Feb 6, 2020

Great lectures!!!

创建者 Fokhrul

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Jan 24, 2020

Great experience!

创建者 Alia M

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Jan 9, 2020

Thank you so much

创建者 Huynh B H

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Dec 14, 2019

this is very good

创建者 null

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Oct 11, 2019

非常好，提供了很多超参调节实践经验

创建者 Raunak S

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Aug 22, 2019

as always as best

创建者 Abhinand

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Jun 13, 2019

Brilliant course.

创建者 ashish j

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Jun 11, 2019

Great Assignments

创建者 supertian

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Jun 3, 2019

It's very useful.

创建者 Yongjian F

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May 25, 2019

Very interesting.

创建者 Manish K

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May 25, 2019

very good content

创建者 zhou

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Mar 30, 2019

非常详细，讲的特别好，还有实验课程

创建者 James C

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Feb 22, 2019

Very good course.

创建者 JINWOO S

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Feb 19, 2019

best course ever!

创建者 AASHISH B

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Feb 14, 2019

Awesome course :)

创建者 HARENDRA S

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Jan 3, 2019

Very good course.

创建者 Eoghan T

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Jan 1, 2019

Thanks, Prof. Ng!

创建者 朱荣鑫

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Dec 22, 2018

As good as before

创建者 Mohammed A B

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Dec 15, 2018

awesome content !

创建者 Motilal R S

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Dec 3, 2018

Excellent Course!

创建者 Stefan K

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Nov 23, 2018

Very good course!

创建者 苏庆祝

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Nov 22, 2018

very nice course.

创建者 Bhaskar D

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Nov 20, 2018

Excellent course!

创建者 Shan-Jyun W

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Nov 14, 2018

Love this course!