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
63,507 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

BA

May 31, 2020

Very good course, useful and smart. Some of the example are on tensorflow 1 but I think that they will update them soon to keras tf2 Thank you!I will pass on what I have learned here to undergrads :)

DH

Apr 26, 2020

Everything, Everyparameter in neural networks looks familiar to me now. I feel like I can optimize them for better accuracy. Overall I learned some new things and the way of teaching was really nice.

筛选依据：

5926 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5950 个评论（共 7,286 个）

创建者 wangdawei

•

Oct 15, 2017

good.

创建者 段立溟

•

Oct 14, 2017

表白吴伯伯

创建者 Dave P

•

Oct 10, 2017

Hello

创建者 Shiyuan Z

•

Oct 2, 2017

good!

创建者 刘其波

•

Oct 2, 2017

good!

创建者 Rafael L

•

Sep 26, 2017

I

t

i

s

a

创建者 Hong W

•

Sep 24, 2017

Sweet

创建者 Edisson R

•

Aug 24, 2017

12/10

创建者 ANGELA 2

•

Jan 12, 2026

good

创建者 Mohanraj S 2

•

Jun 30, 2024

good

创建者 Omm J

•

Sep 18, 2023

good

创建者 Kiệt H V T

•

Apr 7, 2022

Nice

创建者 1172陳耑任

•

Mar 10, 2022

good

创建者 Khoi-Nguyen

•

Jan 11, 2022

Good

创建者 张浩然

•

Sep 5, 2021

good

创建者 ulan t

•

Aug 14, 2021

good

创建者 322_PRADIPTA C

•

Aug 7, 2021

good

创建者 谭博予

•

Jul 6, 2021

good

创建者 刘铭

•

Jun 28, 2021

good

创建者 Aniruddha B

•

Apr 22, 2021

Nice

创建者 GC L

•

Feb 17, 2021

good

创建者 Ibadurrahman

•

Dec 17, 2020

nice

创建者 Ivri K

•

Dec 11, 2020

nice

创建者 Gulnara A

•

Oct 15, 2020

Best

创建者 Atrayee C

•

Sep 30, 2020

good