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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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63,492 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：

4926 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4950 个评论（共 7,283 个）

创建者 Armand L

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Feb 25, 2019

excellent course

创建者 Zhenwei Z

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Feb 5, 2019

Very good course

创建者 Navruzbek K

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Feb 2, 2019

very good course

创建者 Yuting Z

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Jan 14, 2019

its very useful!

创建者 pratik a

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Jan 3, 2019

A great course!!

创建者 Vikas K

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Dec 23, 2018

must have course

创建者 J K

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Dec 23, 2018

Excellent course

创建者 Ricardo N d R B

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Dec 13, 2018

Excellent course

创建者 Ganesh V K

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Nov 24, 2018

Excellent Course

创建者 Soumi S

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Nov 20, 2018

very very useful

创建者 Vinayak S

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Sep 28, 2018

Great Experience

创建者 Rodion T

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Sep 24, 2018

It's excelent!!!

创建者 uma m r m

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Sep 7, 2018

THe best course.

创建者 Houman J

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Sep 4, 2018

Just EXCELLENT !

创建者 Carlos A

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Aug 21, 2018

Excelente curso!

创建者 Margareth P

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Jul 9, 2018

Excellent course

创建者 Subham T 1

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Jun 18, 2018

very nice course

创建者 Paraskevas P

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Jun 14, 2018

5 Stars Mr. Ng !

创建者 TOLGA A K

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Jun 14, 2018

excellent work..

创建者 L C

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May 20, 2018

Really helpful !

创建者 Wu B

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May 20, 2018

Like this course

创建者 Gustavo C

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May 15, 2018

Excelente curso.

创建者 Benjamin B

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May 6, 2018

amazing as usual

创建者 cuichunli

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May 2, 2018

very good course

创建者 rahul p

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May 1, 2018

Fantastic course