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

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：

4851 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4875 个评论（共 7,283 个）

创建者 xiyan

•

Nov 22, 2017

Excellent course！

创建者 Etienne R

•

Nov 19, 2017

Really complete !

创建者 Feliu S

•

Nov 11, 2017

Very well taught.

创建者 Michael O

•

Nov 10, 2017

Excellent course!

创建者 Alexandre E

•

Nov 10, 2017

fantastic insight

创建者 林杰

•

Nov 5, 2017

难易适中，适合学习，感谢吴恩达老师

创建者 pratik p

•

Oct 28, 2017

Excellent course!

创建者 刘斌

•

Oct 12, 2017

Marvelous Course!

创建者 Jinxi W

•

Sep 28, 2017

Very good course!

创建者 Hao Z

•

Sep 11, 2017

Excellent course!

创建者 Mouhammad S

•

Sep 4, 2017

Excellent course!

创建者 Eric

•

Sep 3, 2017

So helpful !!!!!!

创建者 Akarapon L

•

Apr 14, 2024

Excellent course

创建者 Ashar J

•

Jul 20, 2023

Excellent Course

创建者 Siddharth C c

•

Dec 19, 2022

nice. Keep it Up

创建者 Yilber R

•

Feb 4, 2022

Excelente curso.

创建者 HECTOR F R E

•

Dec 25, 2021

Excellent course

创建者 Clannon N

•

Oct 6, 2021

very good course

创建者 Ansel J

•

Sep 25, 2021

Excellent Course

创建者 Prateek S

•

Sep 22, 2021

Very informative

创建者 Mohammad R B

•

Jul 31, 2021

Great Course !!!

创建者 Deleted A

•

Mar 27, 2021

TOP!!! thank you

创建者 Harpro R

•

Dec 29, 2020

Very nice course

创建者 Cyril E

•

Nov 27, 2020

Very good course

创建者 Steven J A B G

•

Nov 24, 2020

excellent course