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

44,762 ratings
5,072 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

Nov 22, 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 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!).

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3651 - 3675 of 5,016 Reviews for Structuring Machine Learning Projects

By William T

Mar 21, 2020

Good stuff

By Zhiping L

Feb 21, 2020


By Yuanxin L

Feb 15, 2020

Very good!

By Mengting J

Feb 12, 2020

Very good!


Dec 29, 2019

well done!

By xibelly m

Dec 23, 2019


By 王先磊

Nov 11, 2019

Very good!

By Mamedov M

Oct 17, 2019

Thank you!

By rudraps

Aug 19, 2019

Thank you.

By Wdn

Jul 7, 2019

very good!

By Марчевский В Д

Apr 19, 2019

Great one!

By 荣灿

Feb 27, 2019


By Gregory R G J

Feb 17, 2019

Thumbs Up!

By xuezhibo

Jan 28, 2019

very good!

By Haris M

Jan 25, 2019

Pure Gold!

By Jay K

Jan 23, 2019

Thank You!

By Yuting Z

Jan 14, 2019

very nice!

By Octavian S

Dec 1, 2018


By Yanxiang Y

Nov 1, 2018


By 刘锡明

Sep 4, 2018

very good!

By Vinay A

Aug 27, 2018


By Xuhaoshen

Aug 7, 2018


By Zlyyuan

Jul 13, 2018

thumb up !

By xiehuateng

Jun 26, 2018

so good!!!

By Chika O

Jun 9, 2018

Best ever!