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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：

5601 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5625 个评论（共 7,283 个）

创建者 Aditya A J

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Jan 13, 2020

Thank you

创建者 Ashish G

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Jan 7, 2020

excellent

创建者 Bình N N

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Jan 5, 2020

very nice

创建者 ShapeofMyHeart

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Dec 26, 2019

So great！

创建者 Adil D

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Dec 6, 2019

Excellent

创建者 Eduardo R S

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Nov 30, 2019

Excellent

创建者 Sachin S

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Nov 15, 2019

Good work

创建者 Arunish K

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Nov 3, 2019

fantastic

创建者 Naveen S

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Oct 31, 2019

Excellent

创建者 José T R R

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Oct 7, 2019

Excelente

创建者 Sebastian C

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Aug 15, 2019

Excellent

创建者 Chris S

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Jul 30, 2019

Thank you

创建者 Bilal A B

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Jul 27, 2019

Best**inf

创建者 pengguo

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Jul 9, 2019

学到很对实践方面的

创建者 Kartik G

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Jul 7, 2019

Love it !

创建者 Jairo A R R

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Jul 2, 2019

Excelent!

创建者 Erie F B

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Jun 20, 2019

excellent

创建者 Lalit M Y

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Jun 3, 2019

Excellent

创建者 Jagannadha P N

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May 30, 2019

Excellent

创建者 刘盾盾

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May 27, 2019

深入浅出，十分受益

创建者 Aru

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May 22, 2019

good good

创建者 Nazarii N

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May 19, 2019

thank you

创建者 Payne Y

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May 12, 2019

very good

创建者 aleks j

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Apr 21, 2019

Brilliant

创建者 Aman W

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Apr 3, 2019

Excellent