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

42,267 个评分
4,744 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....



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.


Jul 02, 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!).


3026 - Structuring Machine Learning Projects 的 3050 个评论(共 4,696 个)

创建者 Oğuzcan Z

Oct 15, 2017

Very helpful course

创建者 小林Andy

Oct 08, 2017


创建者 Cristian E M V

Oct 08, 2017

Very good lectures!

创建者 Divyansh J

Sep 03, 2017

Best of all three!!

创建者 linhanxiao

Aug 13, 2017


创建者 Carlos L

Aug 07, 2020

Fantastic content!

创建者 radhika

Jun 29, 2020

excellent delivery

创建者 Hormoz A

Jun 28, 2020

I could learn more


May 30, 2020

Nice case studies!

创建者 vaibhav k

May 26, 2020

it was very useful

创建者 German S

May 16, 2020

Very nice overview

创建者 Vikash K S

May 12, 2020

Excellent learning

创建者 Purushothaman S

Mar 31, 2020

Wonderful course!!

创建者 zhanghx

Mar 17, 2020

short but valuable

创建者 Ashish G

Jan 07, 2020

awesome Andrew Sir

创建者 Boris G A

Aug 24, 2019

Lee is the best :D

创建者 YuchulJung

Jul 04, 2019

Worthwhile to take

创建者 Mohab M A M

Apr 23, 2019

this is perfection

创建者 Joe P

Feb 26, 2019

Very useful course

创建者 imran s

Feb 17, 2019

Well explained !!!

创建者 Fangyao S

Feb 11, 2019

Nothing but great!

创建者 June L

Feb 10, 2019

Extremely helpful!

创建者 Anish R P R

Dec 01, 2018

Excellent material

创建者 ayoub e

Oct 08, 2018

Thank you coursera

创建者 Rebeen A H

Sep 28, 2018

really nice course