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

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：

5226 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5250 个评论（共 7,283 个）

创建者 Xinxin

•

Sep 16, 2017

Good course !

创建者 Ahmet H E

•

Sep 11, 2017

So far great!

创建者 William G

•

Sep 6, 2017

very nice A++

创建者 Jinshi ( H

•

Sep 4, 2017

great course!

创建者 Bo Y

•

Aug 27, 2017

Great course!

创建者 Andrey S

•

Aug 24, 2017

Great course!

创建者 lee

•

Aug 24, 2017

I respect you

创建者 Lucas G

•

Aug 23, 2017

Great course!

创建者 Danny P

•

Aug 23, 2017

Great course.

创建者 yechunnan

•

Aug 22, 2017

Great course!

创建者 Celestino A

•

Aug 21, 2017

Great course!

创建者 蒋进进

•

Aug 20, 2017

Great course!

创建者 Nishan D B

•

Jul 23, 2024

Great course

创建者 MALASHREE S

•

Mar 17, 2024

Great course

创建者 Asanka W

•

Jan 12, 2023

Great course

创建者 ashar a

•

Sep 10, 2022

Excellent !

创建者 Tuong L

•

Aug 27, 2022

Good course.

创建者 Sang N T

•

Apr 6, 2022

Great course

创建者 Hüseyin K

•

Mar 20, 2022

JUST PERFECT

创建者 Parsa M

•

Feb 11, 2022

Just perfect

创建者 Sidharth T C

•

Jan 26, 2022

good content

创建者 Amiradin Z

•

Oct 12, 2021

nice course!

创建者 Baraa R

•

Oct 5, 2021

great course

创建者 Code 4

•

Jul 4, 2021

Great Course

创建者 Minh V

•

Apr 23, 2021

Good course!