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
63,493 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：

5326 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5350 个评论（共 7,283 个）

创建者 Soumik R

•

Jul 13, 2018

Great Course

创建者 Osama A

•

Jun 9, 2018

Great Course

创建者 AyaHamdy

•

May 25, 2018

Great Course

创建者 Hao D

•

Apr 23, 2018

Nice course!

创建者 Mark L

•

Apr 22, 2018

great course

创建者 郑晨斌

•

Apr 8, 2018

Very useful！

创建者 Katrina C

•

Mar 24, 2018

Many Thanks!

创建者 Yaxin L

•

Mar 7, 2018

very helpful

创建者 Mithilesh K S

•

Jan 29, 2018

Great course

创建者 Joris L

•

Jan 22, 2018

Really good!

创建者 郭玮

•

Dec 25, 2017

Nice course!

创建者 PRALAY P

•

Dec 24, 2017

Great Course

创建者 陆恒

•

Dec 12, 2017

非常喜欢Andrew的课

创建者 Roussel R

•

Dec 2, 2017

Loved it. :*

创建者 栗韶远

•

Nov 26, 2017

Great Course

创建者 R11

•

Nov 20, 2017

Very helpful

创建者 Ho Y C

•

Nov 17, 2017

Excellent!!!

创建者 Melvin E

•

Oct 8, 2017

excellent!!!

创建者 Manuel T

•

Oct 1, 2017

Great course

创建者 Amar g

•

Sep 29, 2017

Great course

创建者 spencer z

•

Sep 27, 2017

great course

创建者 Xinyu W

•

Sep 9, 2017

Great class!

创建者 Peng J

•

Aug 24, 2017

Learn a lot.

创建者 Xu B

•

Aug 20, 2017

great course

创建者 phung h x

•

Aug 12, 2017

great course