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

45,286 个评分
5,159 条评论


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....


Jul 1, 2020

While the information from this course was awesome I would've liked some hand on projects to get the information running. Nonetheless, the two simulation task were the best (more would've been neat!).

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.


3551 - Structuring Machine Learning Projects 的 3575 个评论(共 5,101 个)

创建者 Mohammad J P

Mar 30, 2020

Great course!

创建者 Rafael R

Mar 15, 2020

Great content

创建者 Andrew F

Feb 28, 2020

Great course!

创建者 牛尊

Jan 23, 2020

quite helpful

创建者 Mihai S F

Jan 5, 2020

very helpful.

创建者 Thành C V

Jan 1, 2020

Very helpful.


Nov 27, 2019

Great course!

创建者 Kshitiz S

Nov 8, 2019

great course!

创建者 Sagar P

Oct 25, 2019

Good content.

创建者 Nitish S

Oct 24, 2019

Great Course!

创建者 Sedat K

Sep 18, 2019

Thank you!!!!

创建者 区冠文

Sep 1, 2019


创建者 znyuan

Aug 26, 2019


创建者 Yasser B

Aug 17, 2019

very awesome.

创建者 Shimin Z

Apr 22, 2019

nice courses!

创建者 Marilson C

Mar 28, 2019

Great course.

创建者 To P H

Jan 18, 2019

Great course!

创建者 Javier S F

Jan 10, 2019

Great course!

创建者 Jabberwoo

Nov 25, 2018

Great course!

创建者 Vikas

Oct 3, 2018

Best course .

创建者 Alexander Z

Sep 13, 2018

Great Course!

创建者 fengdeyiji

Sep 5, 2018

benefit a lot

创建者 冯申翔

Aug 26, 2018

very helpful!

创建者 Wentao H

Jul 6, 2018

great course!

创建者 stanley

Jul 5, 2018

Great course.