Chevron Left
返回到 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

学生对 DeepLearning.AI 提供的 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的评价和反馈

4.9
星
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

AS

Apr 18, 2020

Very good course to give you deep insight about how to enhance your algorithm and neural network and improve its accuracy. Also teaches you Tensorflow. Highly recommend especially after the 1st course

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：

5401 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5425 个评论（共 7,283 个）

创建者 Ilya P

•

Feb 18, 2019

*Thumbs up*

创建者 김윤수

•

Jan 8, 2019

I liked it!

创建者 Suresh S

•

Nov 16, 2018

Excellent !

创建者 Cristian c P A

•

Nov 14, 2018

good course

创建者 jiajun z

•

Oct 20, 2018

nice course

创建者 Mohit S C

•

Sep 27, 2018

Tuning in !

创建者 Prabakar K

•

Aug 2, 2018

good one...

创建者 Yuanlai L

•

Jul 9, 2018

very useful

创建者 David O P

•

Apr 23, 2018

masterpiece

创建者 Guang L

•

Apr 13, 2018

思路清晰，学到很多知识

创建者 Haowei Z

•

Apr 4, 2018

Very useful

创建者 yanguangyu

•

Feb 27, 2018

good course

创建者 Bongani A M

•

Feb 25, 2018

Enjoyed it.

创建者 vikrant s

•

Feb 14, 2018

awesome!!!!

创建者 Nickie X

•

Jan 24, 2018

simply best

创建者 Weizhi Y

•

Jan 17, 2018

Very useful

创建者 Ali A

•

Dec 5, 2017

Best course

创建者 Selwin K

•

Dec 5, 2017

Outstanding

创建者 Yehang H

•

Nov 21, 2017

Nice course

创建者 GuangjianHou

•

Nov 16, 2017

通俗易懂，很好的课程。

创建者 Arnaud S

•

Nov 16, 2017

Excellent !

创建者 Seyhan E G

•

Nov 15, 2017

Thank you:)

创建者 xuhp

•

Oct 30, 2017

it's great,

创建者 王展雄

•

Oct 24, 2017

Nice course

创建者 Jingyi L

•

Oct 23, 2017

Like it. :)