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

AS

Apr 18, 2020

Very good course to give you deep insight about how to enhance your algorithm and neural network and improve its accuracy. Also teaches you Tensorflow. Highly recommend especially after the 1st course

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：

5176 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5200 个评论（共 7,283 个）

创建者 Zheng Z

•

Jan 11, 2020

Thank Dr. Ng!

创建者 Ameya D

•

Dec 31, 2019

Very Helpful!

创建者 harshit s

•

Dec 30, 2019

Great course.

创建者 RAJASEKHARA R D

•

Nov 30, 2019

simply superb

创建者 Nandishsr G

•

Oct 24, 2019

Nice learning

创建者 Risheeka S

•

Oct 18, 2019

Great course.

创建者 Vinay B V

•

Oct 6, 2019

Great course!

创建者 Salah A

•

Jul 4, 2019

Great course!

创建者 Anton V

•

Jun 10, 2019

great course.

创建者 shwetha

•

May 1, 2019

Very helpfull

创建者 紫色人的心

•

Apr 15, 2019

希望可以由更多的TF的练习

创建者 Anand K

•

Apr 2, 2019

Great Course!

创建者 Chong M T

•

Mar 8, 2019

Great course.

创建者 Zhaiyu C

•

Dec 13, 2018

learnt a lot!

创建者 Hyeongseok Y

•

Dec 5, 2018

Best lecture.

创建者 Bruno F

•

Nov 16, 2018

Great course!

创建者 Ziyang M

•

Nov 14, 2018

Very Helpful!

创建者 WENNI l

•

Oct 28, 2018

Great course!

创建者 孙晓健

•

Sep 9, 2018

I learn a lot

创建者 fengdeyiji

•

Sep 4, 2018

benifit a lot

创建者 Nikolay

•

Aug 27, 2018

Great course!

创建者 任晓华

•

Aug 22, 2018

讲了深度学习优化方法，很赞

创建者 waqas q

•

Jul 22, 2018

owsome course

创建者 pavan s

•

Jul 17, 2018

Great course!