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：

7026 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 7050 个评论（共 7,283 个）

创建者 Sonny M

•

Apr 20, 2020

Excellent course!

创建者 Michael A

•

Mar 15, 2019

Add more quizzes.

创建者 Fazni f

•

Sep 15, 2021

best course ever

创建者 ARAVAPALLI P B V M

•

May 17, 2020

Excellent course

创建者 Nono

•

Oct 31, 2019

Thank you,Andrew

创建者 Frederick

•

Oct 6, 2018

very good course

创建者 J C

•

Nov 20, 2017

Very Good Course

创建者 Bala S

•

Aug 19, 2017

Fantastic course

创建者 D A

•

Sep 26, 2020

it is very good

创建者 Kim C

•

Sep 9, 2020

希望

更新

Tensorflow

2

创建者 Oceanusity

•

May 11, 2019

pretty good one

创建者 Idan P

•

May 23, 2018

Add more theory

创建者 Miro M

•

Apr 11, 2018

Bad handwriting

创建者 Matsela M

•

Feb 14, 2021

Great learning

创建者 AKUT J R

•

Aug 16, 2020

Great module !

创建者 Francisco R

•

May 8, 2018

pudo ser mejor

创建者 Aadesh N

•

Sep 24, 2017

Great revision

创建者 Zyro K

•

Aug 17, 2021

Challenging!!

创建者 Kim M

•

Jul 27, 2020

So difficult.

创建者 Elvar G

•

Nov 26, 2019

tf version1.X

创建者 Ronit C

•

Mar 5, 2018

Thank you! :)

创建者 Tze-Yuan C

•

Dec 10, 2017

Great course.

创建者 Varun S (

•

Aug 3, 2020

Great Course

创建者 Rachel S I

•

Jun 30, 2020

Great course

创建者 Bruno G C

•

Oct 16, 2018

Really good.