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

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

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

筛选依据：

4676 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4700 个评论（共 7,283 个）

创建者 Wanicca

•

Sep 29, 2017

非常良心的课程，我要把五门课程全部通过～

创建者 Brandon W

•

Sep 9, 2017

Amazing instruction.

创建者 liubai01

•

Sep 6, 2017

Excellent exercises!

创建者 LI H

•

Aug 21, 2017

Fantastic as always!

创建者 Zexi H

•

Aug 19, 2017

Awesome assignments!

创建者 Inna U P

•

May 22, 2024

Clear and efficient

创建者 cornell

•

Dec 15, 2021

GREAT COURSE in DL

创建者 Bengt H

•

Apr 11, 2021

Finally Tensorflow!

创建者 Athansios B - S

•

Mar 14, 2021

Really good course!

创建者 Alperen B O

•

Dec 17, 2020

andrew ng thank you

创建者 Cesar O

•

Oct 19, 2020

Very good as always

创建者 Huy Đ N H

•

Oct 11, 2020

best teacher ever !

创建者 Javokhir R

•

Sep 11, 2020

Amazing experience!

创建者 Asmaa N

•

Aug 26, 2020

just amazing course

创建者 Chengyuan S

•

Aug 19, 2020

Andrew is a god !!!

创建者 Raghav G

•

Jul 13, 2020

A very good course.

创建者 RAGHU B 1

•

Jun 25, 2020

Highly informative!

创建者 Santiago C V

•

Jun 3, 2020

Simplemente Senial.

创建者 Chinthaka R

•

May 26, 2020

Thank you Mr.Andrew

创建者 Dhruv P

•

Mar 22, 2020

WOW, Vet insightful

创建者 Wajeeh U H

•

Feb 25, 2020

I love NG's courses

创建者 Zhiyong Z

•

Feb 19, 2020

As great as always!

创建者 Chin H L

•

Feb 10, 2020

Andrew is the best.

创建者 Dweep J

•

Feb 4, 2020

Very well taught!!!

创建者 Devashish P

•

Nov 3, 2019

Amazing course.....