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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

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：

4401 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4425 个评论（共 7,283 个）

创建者 Mrinalini S

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May 11, 2019

A very interesting course!

创建者 Apoorav G

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May 6, 2019

As always, amazing course!

创建者 Abhishek S

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Mar 10, 2019

Awesome Course. A must do.

创建者 Wang W

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Feb 4, 2019

講解的很清楚，作業難易適中，做完會對教的東西更有感覺

创建者 Muhammad J K

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Dec 18, 2018

Yet another amazing course

创建者 Felton Y

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Nov 19, 2018

Incredibly useful for me!

创建者 hf

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Nov 8, 2018

very good and very useful!

创建者 Jerome Z

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Oct 14, 2018

Cool class and very useful

创建者 李均强

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Sep 23, 2018

the course is really great

创建者 Timothy w N

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Jul 23, 2018

Grader issues, frustrating

创建者 Jisheng L

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Jun 14, 2018

Good course, easy to learn

创建者 Camilo A

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May 27, 2018

Andrew is a great teacher.

创建者 Shaoqing Y

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Apr 11, 2018

Very good series of course

创建者 Matthias P

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Apr 4, 2018

In depth! Learned so much!

创建者 Yasser K

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Mar 29, 2018

Excellent course as usual!

创建者 Inderjeet S

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Mar 2, 2018

Great course.Thanks Andrew

创建者 Ali E

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Feb 13, 2018

Great intro to Tensorflow!

创建者 Steffen R

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Jan 25, 2018

that is just simply great!

创建者 Mohamed A

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Dec 30, 2017

The course is so organized

创建者 GRA V

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Dec 6, 2017

very nice !! thanks Andrew

创建者 Xiao M

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Nov 9, 2017

nice course, learnt a lot!

创建者 Bobby

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Oct 19, 2017

I love it, very insightful

创建者 Chuck M

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Oct 4, 2017

Valuable practical advice.

创建者 周悦喜

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Sep 24, 2017

very good ! learned a lot

创建者 Tyler M

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Sep 23, 2017

Great intro to TensorFlow!