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：

5851 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5875 个评论（共 7,283 个）

创建者 Andrei S

•

Apr 12, 2018

Great!

创建者 Binqiao.Zhang Z

•

Mar 5, 2018

thanks

创建者 Sonali A D

•

Feb 23, 2018

Superb

创建者 coursera1

•

Jan 21, 2018

thanks

创建者 gaozhipeng

•

Dec 15, 2017

超棒的课程！

创建者 Mike R

•

Oct 27, 2017

GREAT!

创建者 Sicheng Z

•

Oct 26, 2017

Great!

创建者 Tamay A

•

Oct 16, 2017

Great!

创建者 George Z

•

Sep 22, 2017

Greate

创建者 John P

•

Sep 22, 2017

Great!

创建者 savinay s

•

Sep 10, 2017

Thanks

创建者 Marek O

•

Aug 29, 2017

Great!

创建者 陈杨

•

Aug 19, 2017

Greet!

创建者 John C

•

Aug 17, 2017

superb

创建者 Tung L D

•

Jan 30, 2025

great

创建者 Diego C C

•

Dec 26, 2024

great

创建者 5989_RINKESH K S

•

Aug 21, 2024

great

创建者 Debarshi D

•

Sep 16, 2021

Epic!

创建者 姚和

•

Jul 25, 2021

nice!

创建者 Vương N

•

Apr 16, 2021

great

创建者 Choon C N

•

Jan 31, 2021

nice!

创建者 crownZ

•

Sep 22, 2020

good！

创建者 Adithya T R

•

Aug 24, 2020

Nice.

创建者 Dung H N

•

Jun 25, 2020

great

创建者 Tushar S

•

Jun 13, 2020

best.