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

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

筛选依据：

5776 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5800 个评论（共 7,283 个）

创建者 Khaled G

•

Jul 4, 2019

Great !

创建者 Qiusi L

•

May 29, 2019

perfect

创建者 ChenTianyi

•

Mar 30, 2019

amazing

创建者 唐章源

•

Mar 27, 2019

perfect

创建者 BEDOURET

•

Mar 4, 2019

Super !

创建者 Abhishek

•

Jan 21, 2019

awesome

创建者 Hassan E

•

Jan 12, 2019

Amazing

创建者 Sanket G

•

Dec 20, 2018

Awesome

创建者 Harkirat S A

•

Dec 3, 2018

Awesome

创建者 Dhruv D B

•

Nov 28, 2018

Awesome

创建者 anamika m

•

Nov 25, 2018

awesome

创建者 zhuziye

•

Nov 19, 2018

perfect

创建者 Vijesh R

•

Oct 18, 2018

Nice :)

创建者 baizhaofeng

•

Sep 7, 2018

一如既往的优秀

创建者 YOLOV3

•

Aug 28, 2018

Thanks!

创建者 Mehmet A N

•

May 13, 2018

perfect

创建者 Jacques F

•

May 5, 2018

perfect

创建者 王世超

•

Mar 31, 2018

Prefect

创建者 IceAzen

•

Mar 25, 2018

thx~Ng!

创建者 Muhamad F K

•

Mar 13, 2018

Superb!

创建者 aka 大

•

Feb 22, 2018

perfect

创建者 hongtao z

•

Feb 14, 2018

Thanks!

创建者 石玉明

•

Jan 27, 2018

COOL!!!

创建者 叶国祥

•

Dec 15, 2017

Thanks!

创建者 Saurabh B

•

Dec 12, 2017

Perfect