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

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

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!).

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.

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3826 - 3850 of 5,097 Reviews for Structuring Machine Learning Projects

By dongdong w

Mar 12, 2018

sooo good

By Lie C

Mar 4, 2018

very good

By Han K

Feb 10, 2018


By Ale D

Jan 27, 2018


By Arno_

Jan 3, 2018

very good

By Zhifeng J

Dec 7, 2017


By Enoch C Y S

Dec 6, 2017

very Good

By Venkata R R L

Dec 6, 2017


By 姚朴健

Nov 29, 2017

very good

By Ricky J A

Nov 21, 2017


By Chan H Y

Nov 19, 2017

Very nice

By Ananth K

Nov 12, 2017


By 陈尚伟

Nov 1, 2017


By Oleg D

Oct 22, 2017

awsome :)

By 梁大卫

Oct 20, 2017

Thank you

By Martín D

Oct 19, 2017


By Sylvain D

Oct 12, 2017


By Neil Y

Oct 7, 2017


By Joseph D

Sep 24, 2017


By Hugsy W

Sep 17, 2017

very good

By hanpaopao

Sep 13, 2017

very good

By fengchang

Sep 13, 2017

very good

By changcui

Sep 7, 2017

very good

By Krishna D

Sep 3, 2017


By Sun C

Aug 31, 2017

Very good