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

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：

5026 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5050 个评论（共 7,283 个）

创建者 Shulai Z

•

Aug 14, 2018

perfect course!

创建者 Yuan X

•

Jul 1, 2018

Great exercise!

创建者 程方明

•

Jun 23, 2018

正常时间刷完，调参侠又进一步了

创建者 Kuei P H

•

Jun 21, 2018

太多技法，感謝Andrew老師

创建者 Swastik M

•

Jun 18, 2018

Awesome content

创建者 Alessandro M

•

Jun 15, 2018

Simply amazing!

创建者 Michael M

•

Jun 15, 2018

Awesome course.

创建者 Azamat K

•

May 29, 2018

It was perfect.

创建者 Zheng T

•

May 24, 2018

有时课件中有些小错误，也能理解

创建者 Shalini H

•

May 16, 2018

Awesome course

创建者 Mohamed D

•

Apr 24, 2018

Merci Beaucoup!

创建者 biqiang

•

Apr 23, 2018

宝贵的超参数调试经验，谢谢分享

创建者 Marco D V

•

Mar 31, 2018

Amazing course!

创建者 Francisco J A

•

Mar 25, 2018

Simply awesome!

创建者 AG

•

Mar 13, 2018

Amazing Course!

创建者 Roman I

•

Feb 6, 2018

Awesome course.

创建者 Thiago B

•

Jan 28, 2018

Perfect course!

创建者 Aniket P

•

Dec 24, 2017

Great course!!!

创建者 Jurgen R

•

Dec 22, 2017

Awesome course!

创建者 Andrii L

•

Dec 12, 2017

Awesome course!

创建者 Jeff X

•

Dec 6, 2017

终于学懂了！多谢Andrew！

创建者 Ruoying X

•

Nov 19, 2017

Very intuitive!

创建者 lixiang

•

Nov 16, 2017

very wonderful!

创建者 SWARUP K G

•

Nov 16, 2017

A great course.

创建者 Christina Y

•

Nov 15, 2017

Awesome course!