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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
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:

2726 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 2750 个评论(共 7,283 个)

创建者 Tiansheng X

May 25, 2020

Good. The teacher is really good. I hope that he can teach more courses!

创建者 Pierre S B N

Apr 21, 2020

This course is so perfect that I don't have enough words to describe it!

创建者 Ali M

Jan 1, 2020

I loved this course it taught me so much I have been wondering for years

创建者 PRATYUSH S

Oct 10, 2019

very interesting course , deepens the concepts about deep neural network

创建者 Prithviraj s

Oct 5, 2019

A big Thank you to Sir Andrew Ng and his team for this wonderful course.

创建者 Suyash W

Aug 18, 2019

Best Course for understanding what exactly goes under the Neural Network

创建者 Alexis C

Jul 14, 2019

Perfect chapter on Hyperparameter and other optimization way for our NN.

创建者 Cyril C

Jul 9, 2019

Extremely useful, course, as all other courses in the series. Thank you!

创建者 Chong Z

Jun 14, 2019

good introduction for hyperparameter tuning, covers nearly every aspects

创建者 Naci A

Apr 21, 2019

Thank you Andrew Ng!!!! for giving me a big chance to learn these things

创建者 eren a

Feb 10, 2019

Must-have class if you are in deep learning area!!!

Thanks a lot, Andrew!

创建者 陈淼博

Dec 18, 2018

NICE COURSE!It takes my a lot of time, but it indeed deserve our effort!

创建者 Echedey L

May 28, 2018

Awesome course to learn how to work with hyperparameters the proper way.

创建者 Ryusuke M

May 27, 2018

Basic concepts for tuning hyperparameters learned in practical examples.

创建者 Dhinesh D

Apr 2, 2018

Such a wonderful course, no one can the material simpler than Andrew Ng.

创建者 wday

Jan 10, 2018

the course gives me many knowledge of how to tune my deep neural network

创建者 Shevchenko

Dec 27, 2017

Very good course! Thanks for well prepared and good structured material.

创建者 Jiaqi F

Nov 4, 2017

The tips can help a lot to improve the performance of the NN algorithms.

创建者 dawei h

Oct 22, 2017

this course gave me better understanding of many concept in deepLearning

创建者 Hamlet B

Sep 18, 2017

Finally got to understand how to use TensorFlow. This is powerful stuff!

创建者 Yaning Y

Sep 15, 2017

Great!! Suggestion: Should left more for us to write in the assignments.

创建者 Laurent J

Aug 17, 2017

A dense course packed with useful techniques on how to fine tune your NN

创建者 Assma A

Jan 10, 2025

Thank you very much for the quality of the course. I got a lot from it!

创建者 Cristian M V V

Mar 5, 2021

Really advanced knowledge taught in a very simple and straight forward.

创建者 Gulam H W ( W

Feb 12, 2021

I have learn many thing in this course. Thank you vary much to the team