Chevron Left
返回到 Structuring Machine Learning Projects

学生对 deeplearning.ai 提供的 Structuring Machine Learning Projects 的评价和反馈

4.8
45,248 个评分
5,150 条评论

课程概述

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and is drawn from my experience building and shipping many deep learning products. This course also has two "flight simulators" that let you practice decision-making as a machine learning project leader. This provides "industry experience" that you might otherwise get only after years of ML work experience. After 2 weeks, you will: - Understand how to diagnose errors in a machine learning system, and - Be able to prioritize the most promising directions for reducing error - Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance - Know how to apply end-to-end learning, transfer learning, and multi-task learning I've seen teams waste months or years through not understanding the principles taught in this course. I hope this two week course will save you months of time. This is a standalone course, and you can take this so long as you have basic machine learning knowledge. This is the third course in the Deep Learning Specialization....

热门审阅

AM
Nov 22, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

TG
Dec 1, 2020

I learned so many things in this module. I learned that how to do error analysis and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

筛选依据:

4651 - Structuring Machine Learning Projects 的 4675 个评论(共 5,094 个)

创建者 bhagam a

Mar 12, 2018

It was actually very nice and intuitive

创建者 supperhpxd

Jan 7, 2018

will be better if more exercises,thanks

创建者 Amit K J

Jun 4, 2020

Very nice organized content and quiz..

创建者 Hrishikesh S

May 3, 2020

Less information on some of the topics

创建者 龚鑫

Jan 30, 2019

额,不是具体的编程内容,讲的是一些项目处理的经验,对现阶段的我来说用处不大~

创建者 Kesong C

Oct 3, 2018

Please add some programming practices!

创建者 陈国威

Jul 5, 2020

the course is beneficial for my study

创建者 Lucas V

Jul 28, 2018

I wish there were practical exercises

创建者 Ravi V

Apr 18, 2018

This topics needs more quizzes thanks

创建者 Fabio B

Mar 18, 2019

Quite intresting and well explained

创建者 ARUNABHA D

Jul 8, 2020

Should have some practical coding.

创建者 Amrit R

Dec 28, 2019

Great course, but a bit redundant.

创建者 Simin J

Sep 27, 2017

There are a couple of video issues

创建者 Duvan A

Mar 3, 2019

Some videos have edition mistakes

创建者 Zhao Y

Sep 15, 2018

Need programming practice!!!!!!!!

创建者 Jeramia P

Sep 6, 2018

Videos are a little "unfinished."

创建者 GOI C L

Feb 11, 2018

should have a real tuning example

创建者 Carlo A A D A

Jan 23, 2018

Some minor inaccuracies in videos

创建者 Xinwei

Nov 6, 2017

this is a very practical course.

创建者 Rutuja B

Aug 12, 2020

Great course! Best instructor!!

创建者 Harold P

Jul 2, 2019

Could have been shorter videos.

创建者 Vinay M

Sep 10, 2018

Though brief but really useful.

创建者 Michael B

Feb 23, 2020

Good concepts, but subjective.

创建者 Wen-Hung C

May 23, 2018

Very good experience sharing!!

创建者 Jens R

Nov 19, 2017

Very informative and relevant.