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Learner Reviews & Feedback for Structuring Machine Learning Projects by deeplearning.ai

4.8
stars
42,010 ratings
4,709 reviews

About the Course

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....

Top reviews

MG

Mar 31, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

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.

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3226 - 3250 of 4,669 Reviews for Structuring Machine Learning Projects

By Cuong V

Jan 01, 2020

Very helpful.

By YIRAN W

Nov 27, 2019

Great course!

By Kshitiz S

Nov 08, 2019

great course!

By Sagar P

Oct 25, 2019

Good content.

By Nitish S

Oct 24, 2019

Great Course!

By Sedat K

Sep 18, 2019

Thank you!!!!

By 区冠文

Sep 02, 2019

案例有代表性,问题贴合实际

By znyuan

Aug 27, 2019

项目中遇到的问题有思路解决

By Yasser B

Aug 17, 2019

very awesome.

By Shimin Z

Apr 22, 2019

nice courses!

By Marilson C

Mar 28, 2019

Great course.

By To P H

Jan 18, 2019

Great course!

By Javier S F

Jan 10, 2019

Great course!

By Jabberwoo

Nov 26, 2018

Great course!

By Vikas

Oct 03, 2018

Best course .

By Alexander Z

Sep 13, 2018

Great Course!

By fengdeyiji

Sep 06, 2018

benefit a lot

By 冯申翔

Aug 27, 2018

very helpful!

By Wentao H

Jul 06, 2018

great course!

By stanley

Jul 05, 2018

Great course.

By AyaHamdy

Jun 02, 2018

Thanks Andrew

By Elie G

Mar 25, 2018

very helpful.

By Sui X

Feb 21, 2018

对新手还是比较友好,易上手

By Luping Y

Feb 13, 2018

Great course.

By HARSH G

Jan 20, 2018

Great course.