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：

4701 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4725 个评论（共 7,283 个）

创建者 Samart M

•

Aug 10, 2019

Excellent as always

创建者 邓云甫

•

May 22, 2019

It feels guuuuuuuud

创建者 Dhananjaya N (

•

May 2, 2019

Enjoyed this course

创建者 CBG之徒

•

Feb 4, 2019

Andrew is the best.

创建者 Chandrakant P

•

Feb 2, 2019

Thank you Andrew Ng

创建者 SACHIN S

•

Jan 2, 2019

Valuable content :)

创建者 Hamid S

•

Oct 9, 2018

Very nice intutions

创建者 Keiarra O

•

Sep 26, 2018

Very easy to follow

创建者 Itrat R

•

May 27, 2018

Excellent Course!!!

创建者 Dewei X

•

Mar 4, 2018

I love this course!

创建者 sornpon w

•

Jan 15, 2018

Great job as always

创建者 Nguyen A M M

•

Dec 29, 2017

un cours magnifique

创建者 Steven G

•

Nov 25, 2017

Great course again!

创建者 Sourish D

•

Nov 23, 2017

Excellent Course...

创建者 Kurisu L

•

Oct 25, 2017

非常棒的课程，吴老师深入浅出，让我们d

创建者 Andre W

•

Oct 4, 2017

I love this course!

创建者 cece h

•

Oct 2, 2017

I LOVE THIS COURSE.

创建者 杨帅

•

Oct 1, 2017

难度和时间都适合已经工作的人自学，点赞

创建者 Sundeep L

•

Aug 23, 2017

Another nice course

创建者 Yang C

•

Aug 19, 2017

Thank you, helpful.

创建者 Rohan J

•

Nov 13, 2023

Really Good course

创建者 Mahdi S

•

Mar 13, 2023

its a great course

创建者 Marcos D C C

•

Oct 31, 2022

Very good course.

创建者 mohammad k

•

Aug 17, 2021

That Was Fabulous.

创建者 Kyriakidis A

•

Apr 2, 2021

Excellent course!!