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Learner Reviews & Feedback for Structuring Machine Learning Projects by DeepLearning.AI

4.8
stars
45,255 ratings
5,152 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 30, 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.

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.

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2851 - 2875 of 5,097 Reviews for Structuring Machine Learning Projects

By Oleksiy S

Dec 12, 2018

Valuable insight to ML system design

By cbrom

Oct 9, 2018

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By Marijan M

May 11, 2018

Really great Course, learn a lot. :)

By Kiran A

May 5, 2018

Lots of practical tips. Very useful.

By Bonson S M

Apr 28, 2018

Nice ideas on managing a ML project.

By Javier G

Mar 15, 2018

Very useful course. 100% recommended

By ChenHang

Mar 1, 2018

非常有帮助,不过这门课主要是针对工程实践方面的指导。但依然有很多启发!!

By Zikai W

Feb 28, 2018

Very helpful to my current projects.

By Abenav

Jan 7, 2018

Superb Course. Highly recommended :)

By Tony Z

Dec 31, 2017

excellent course and ideas presented

By Wang F

Nov 18, 2017

valuable experience for development.

By Rangarajan C

Oct 22, 2017

Very useful to me as a practitioner.

By liu c

Oct 18, 2017

very good teacher, very good lecture

By dapexi

Sep 17, 2017

Very good content, Thank you Andrew.

By Sanjiv R

Sep 13, 2017

Transfer learning from Andrew Ng :-)

By Liam

Sep 1, 2017

very useful class, thank you Andrew!

By Rodrigo

Dec 21, 2020

the favourite of the series so far.

By Thomas F

Nov 11, 2020

Very useful, practical information!

By Abdillah F

Nov 11, 2020

Nice and very comprehensive course.

By Антон

Nov 6, 2020

Very usefull course!! Thanks a lot!

By Carlo B

Oct 28, 2020

Nice coruse, very compact and clear

By Sanket K

Oct 15, 2020

Excellent and well organized Course

By Neetima G

Oct 11, 2020

INteresting and very helpful course

By Mohamed A M

Sep 7, 2020

thank you, it's super useful course

By Srinivasulu K

Jul 26, 2020

Exceptional!! Detailed techniques!!