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：

5351 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5375 个评论（共 7,283 个）

创建者 yash g

•

Nov 20, 2024

very nice!!

创建者 Sultan Z

•

Nov 30, 2023

Outstanding

创建者 Dr. M S

•

Jul 14, 2023

Outstanding

创建者 Glowstorm

•

Aug 10, 2022

good course

创建者 Maram A A

•

Aug 9, 2022

good👍👍👍

创建者 Baptiste C

•

May 3, 2022

Thank you !

创建者 Minh T N T

•

Apr 28, 2022

Good Course

创建者 Trung C T

•

Mar 14, 2022

Very useful

创建者 Zhuomin Z

•

Jan 14, 2022

good course

创建者 567_RUCHIKA K

•

Sep 14, 2021

good course

创建者 Omar K M

•

Aug 23, 2021

good course

创建者 Gilberto B

•

Aug 7, 2021

Excellent!!

创建者 Bùi Q H

•

Jul 27, 2021

Nice course

创建者 Andrea L G

•

Jan 30, 2021

Interesting

创建者 Qi G

•

Jan 10, 2021

super good!

创建者 Olivier R

•

Dec 1, 2020

Thumbs up!!

创建者 Sri R

•

Nov 19, 2020

Exceptional

创建者 Qiong L

•

Sep 28, 2020

thank you !

创建者 Vanaja M

•

Sep 9, 2020

nice course

创建者 Adarsh J

•

Aug 25, 2020

really good

创建者 Shivani N

•

Aug 18, 2020

best course

创建者 Gasan N

•

Aug 10, 2020

Great work!

创建者 PAVITHRA B

•

Aug 10, 2020

Good course

创建者 mayank m

•

Jul 31, 2020

nice course

创建者 Sirisha R

•

Jul 28, 2020

Enjoyed it!