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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：

5101 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5125 个评论（共 7,283 个）

创建者 guofei

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May 24, 2019

Very Helpful !

创建者 Naveen N

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May 21, 2019

Great Content!

创建者 Eero L

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Apr 26, 2019

Great content.

创建者 刘培臻

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Apr 23, 2019

very good！！！！！

创建者 Siddharth S

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Mar 8, 2019

Simply Awesome

创建者 mprc_liu

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Mar 4, 2019

very very good

创建者 Alyssa G

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Feb 20, 2019

wonderful！！！！！

创建者 AlexZhao

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Jan 7, 2019

Awesome course

创建者 Manish N

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Dec 13, 2018

great learning

创建者 ahmed a s

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Nov 26, 2018

Super awesome!

创建者 Yousef E

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Oct 25, 2018

Thank you alot

创建者 Reda O

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Sep 19, 2018

Great content!

创建者 YU-SHUN M

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Aug 21, 2018

Good course!!!

创建者 Hemant S

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Aug 14, 2018

Exceptional !!

创建者 王华嘉

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Aug 1, 2018

It‘s great’ ！！

创建者 David C

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Jul 25, 2018

Indispensible!

创建者 Brian N

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Jul 10, 2018

Great course!!

创建者 Kalyan K

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Jul 2, 2018

Simply superb.

创建者 Leon W

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Jun 24, 2018

Thx, Andrew!!!

创建者 Nazia P

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Apr 28, 2018

Awesome course

创建者 Gao Y

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Feb 25, 2018

Very practical

创建者 Pedro H d O P

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Feb 3, 2018

Great course!!

创建者 Wuchuan D

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Jan 6, 2018

Very practical