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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：

5201 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5225 个评论（共 7,283 个）

创建者 Christopher Y

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Jul 2, 2018

Very helpful!

创建者 James H

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Jun 2, 2018

Great course.

创建者 Fabrice L

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May 22, 2018

Great course!

创建者 Bonson S M

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May 14, 2018

Great course!

创建者 futoshi k

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Apr 30, 2018

Great course!

创建者 Aruna J

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Feb 15, 2018

Learned a lot

创建者 Xiao

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Feb 5, 2018

Great course!

创建者 Oleksii N

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Jan 28, 2018

Great course!

创建者 Frank_Cai

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Jan 18, 2018

thanks Andrew

创建者 Ale D

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Jan 14, 2018

Really useful

创建者 Adam P

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Jan 8, 2018

Great course.

创建者 wangqiang

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Dec 21, 2017

非常不错。真的很不错。。。

创建者 Q Q

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Dec 20, 2017

The best one!

创建者 Zi L

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Dec 17, 2017

Super helpful

创建者 Prasad P

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Dec 5, 2017

Great course!

创建者 Mikhail O

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Nov 30, 2017

Great course!

创建者 Ajay P

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Nov 22, 2017

good and best

创建者 Corrado S

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Nov 10, 2017

Thanks Andrew

创建者 Arun S

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Nov 3, 2017

Great course!

创建者 Nikhil J

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Oct 25, 2017

excellent !!!

创建者 Andrew N

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Oct 23, 2017

Great course!

创建者 杨骏垒

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Oct 21, 2017

Great course!

创建者 Noah L

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Oct 9, 2017

Great course.

创建者 Luyao J

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Sep 28, 2017

Great course!

创建者 Songphon K

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Sep 24, 2017

Great course.