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
stars
34,556 个评分
3,611 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 23, 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.

DC

Mar 08, 2018

Going beyond the technical details, this part of the course goes into the high level view on how to direct your efforts in a ML project. Really enjoyable and useful. Thanks for making this available!

筛选依据:

3451 - Structuring Machine Learning Projects 的 3475 个评论(共 3,572 个)

创建者 Wayne S

Sep 01, 2019

Video lectures tend to be repetitious, and can be confusing.

创建者 Anthony M

Oct 23, 2017

Practical knowledge, but I would prefer more hands on coding

创建者 Jiheng R Z

Sep 09, 2017

Quite a few errors and ambiguities in the practice problems.

创建者 Zijing Z

Nov 17, 2017

The topics are interesting however the content is off par.

创建者 Daniel D

Sep 04, 2017

The course es good, but it seems still under development.

创建者 Juan A C A

Aug 30, 2017

It would be better if you include programming exercises.

创建者 Abdullah M

Jan 13, 2018

It was hard to keep interested - lost focus many times

创建者 Brandon C

Dec 07, 2018

lacking in the usual engaging programming assignments

创建者 Varun S

Sep 23, 2018

Was expecting more scenarios for real data experience

创建者 Jian Z

Nov 06, 2017

个人感觉课程的内容比较难于理解,希望老师在设计ppt方面能给出一些完整直观的解释,有的时候书写会不是很清晰

创建者 Bogdan P

Sep 19, 2018

The course is OK, but it lacks programming exercises

创建者 JETTIBOINA V N D S R P

Jul 20, 2019

Learned new things but the course was boring.......

创建者 Tzushuan W

Jun 01, 2019

Wordy and too abstract without hands on experience.

创建者 Evgeny S

Apr 05, 2018

I would rather expect a course more like a capstone

创建者 shafkat r

Dec 24, 2019

More programming exercises would have been great

创建者 Beatriz S M

Feb 14, 2018

Very general, I would like to be more specific..

创建者 Mikhail G

Oct 31, 2017

quite short, would be nice to get some practice

创建者 Marco A L H

Sep 24, 2018

not as fun as the other courses of this series

创建者 Manish S

Apr 09, 2018

Content was not enough to create a new course.

创建者 Yan W

Oct 24, 2017

Expect more hand-on code practice or more quiz

创建者 Allan Y

Mar 30, 2018

Should not be a separate course. Too general.

创建者 Adam S

Dec 27, 2017

Some useful insights but not much depth here.

创建者 Ankoor B

Dec 12, 2017

Not much coding. Some lectures were rushed.

创建者 Qu S

Nov 18, 2018

感觉前几个课程还行,到这章有点水了。。。(我不是说这部分知识不重要,但是也太少了吧)

创建者 Liam A

Jun 15, 2019

Kinda boring, but still pretty practical.