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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：

5376 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5400 个评论（共 7,283 个）

创建者 R S C

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Jul 16, 2020

Very useful

创建者 ANANYA S

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Jun 24, 2020

Best course

创建者 Weiyi S

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Jun 23, 2020

very good !

创建者 kunzhao

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Jun 20, 2020

nice course

创建者 吴子训

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Jun 16, 2020

good course

创建者 Rekha R

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May 24, 2020

good enough

创建者 Advaith A

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May 22, 2020

Nice Course

创建者 Mrs. R C

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May 5, 2020

Good Course

创建者 TUSHAR J

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May 4, 2020

Nice course

创建者 Oumar B

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May 2, 2020

super cours

创建者 ELHACHIMI O

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Apr 26, 2020

Awesome !!!

创建者 Akash K V

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Apr 5, 2020

very useful

创建者 Nilesh S

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Mar 25, 2020

Best Course

创建者 Sumit C

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Mar 17, 2020

best course

创建者 Gustavo A I E

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Jan 8, 2020

Excellent !

创建者 Mojela M

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Nov 30, 2019

Exceptional

创建者 Ankit J

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Oct 19, 2019

best always

创建者 Ashok B

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Oct 7, 2019

Good course

创建者 Chang G

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Sep 29, 2019

best course

创建者 RAHUL T P

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Jul 22, 2019

Awesome....

创建者 Atakan S

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Jun 23, 2019

Nice course

创建者 tingting z

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Apr 18, 2019

喜欢NG老师，棒棒棒！

创建者 Jenil M

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Apr 17, 2019

nice course

创建者 董云鹏

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Apr 14, 2019

very useful