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
63,489 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

DD

Mar 28, 2020

I have done two courses under Andrew ng and I am grateful to Coursera for their highly optimised and easily learning course structure. It has greatly help me gain confidence in this field. Thank you.

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

筛选依据：

5901 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5925 个评论（共 7,283 个）

创建者 Vinita M

•

Oct 26, 2018

Great

创建者 Simon H

•

Oct 7, 2018

Great

创建者 shenzhonghua

•

Sep 3, 2018

Great

创建者 노재화

•

Sep 2, 2018

Good!

创建者 He L

•

Jul 6, 2018

cool!

创建者 Ashish B

•

Jun 24, 2018

great

创建者 jiahaozhou

•

Jun 11, 2018

grate

创建者 sachin

•

Jun 9, 2018

super

创建者 blaster_fire

•

May 23, 2018

Good！

创建者 Du L

•

Feb 23, 2018

Best!

创建者 Won J

•

Feb 19, 2018

Great

创建者 benedikt h

•

Feb 18, 2018

Great

创建者 lalaqingla

•

Feb 8, 2018

good!

创建者 冉祥映

•

Feb 5, 2018

nice.

创建者 Minsub W

•

Feb 1, 2018

good!

创建者 qingjunwu

•

Dec 19, 2017

Good!

创建者 Siddarth V

•

Dec 11, 2017

Great

创建者 iron

•

Dec 6, 2017

great

创建者 董雪振

•

Dec 3, 2017

Good!

创建者 Hiep N V

•

Nov 17, 2017

G

r

e

a

t

创建者 崔宁

•

Nov 13, 2017

GREAT

创建者 Jian X

•

Oct 30, 2017

挺不错的。

创建者 Yates Y

•

Oct 24, 2017

Nice！

创建者 wangdawei

•

Oct 15, 2017

good.

创建者 段立溟

•

Oct 14, 2017

表白吴伯伯