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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：

4651 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4675 个评论（共 7,283 个）

创建者 Gabriele M

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Sep 4, 2020

Really enlightening!

创建者 张松波

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Jun 24, 2020

adam优化器居然这么容易就懂了，太棒了

创建者 Aditya M

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Jun 13, 2020

A really good course

创建者 KAPIL G

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May 17, 2020

Very detailed course

创建者 Bảo L H

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Feb 28, 2020

Thank you so much!!!

创建者 Aman K

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Jan 11, 2020

Very useful course!!

创建者 Mihai F

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Jan 5, 2020

Very well explained.

创建者 varun s

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Aug 21, 2019

Fantastic as always.

创建者 王嘉奕

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Aug 4, 2019

非常好的课程，让我进一步了解了神经网络。

创建者 Jacques B

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Jun 7, 2019

An excellente course

创建者 Valentino C

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May 14, 2019

Incredibly practical

创建者 Gopi K E

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Mar 15, 2019

Owe a lot to Dr. Ng!

创建者 yuri M

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Feb 6, 2019

thank you very much!

创建者 Divya M

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Nov 4, 2018

Thank you Andrew NG.

创建者 Firas

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Sep 20, 2018

Indrew is incredible

创建者 陆尹浩

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Sep 4, 2018

good course! thanks.

创建者 Francisco P

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Aug 14, 2018

Amazing and helpful.

创建者 jackxu

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May 28, 2018

very good，meaningful

创建者 Wanchiy

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Apr 29, 2018

感谢老师的教程 让我对深度学习了解的更深

创建者 Abdulmajeed M K

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Apr 17, 2018

Amazing as expected!

创建者 kaustubh j

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Mar 4, 2018

Really great course.

创建者 shin s

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Jan 5, 2018

really great course!

创建者 qixiang

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Dec 11, 2017

Ng is a good teacher

创建者 Tega E

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Dec 7, 2017

Very well structured

创建者 Chang H

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Nov 24, 2017

Very helpful for me.