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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：

5576 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5600 个评论（共 7,283 个）

创建者 SIVA K C

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Jun 7, 2020

Excellent

创建者 Sauvik

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Jun 6, 2020

Excellent

创建者 Kamlesh C

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Jun 4, 2020

Thank you

创建者 Juan J H Á

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Jun 3, 2020

excellent

创建者 Свиридов И А

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May 19, 2020

Loved it!

创建者 Debasish D

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May 15, 2020

Excellent

创建者 Buddhima C

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May 13, 2020

excellent

创建者 Avdhesh B

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May 11, 2020

excellent

创建者 Hector G

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May 2, 2020

excelent!

创建者 Shweta A

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May 2, 2020

very good

创建者 sanjiv k j

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May 2, 2020

very good

创建者 Solayman H E

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May 2, 2020

Very Good

创建者 Douba J

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May 1, 2020

Très bien

创建者 Agustin S

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Apr 22, 2020

Andrew <3

创建者 Patil B

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Apr 7, 2020

very nice

创建者 Ehsan M

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Apr 6, 2020

fantastic

创建者 Rafael

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Mar 27, 2020

Muito bom

创建者 Haziqa S

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Mar 23, 2020

Wonderful

创建者 Yibo W

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Mar 22, 2020

very good

创建者 qiaojiaxin

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Mar 20, 2020

nice work

创建者 logichen

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Mar 3, 2020

Nice job!

创建者 Ratan S M

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Feb 8, 2020

excellent

创建者 Chi X

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Jan 21, 2020

Very good

创建者 毛昊

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Jan 20, 2020

excellent

创建者 ayanava d

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Jan 16, 2020

very good