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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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3726 - 3750 of 5,099 Reviews for Structuring Machine Learning Projects

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!

By huangzhuo

May 13, 2018

very good!

By codeit

May 2, 2018


By 张超溢

May 2, 2018


By Imran I

Apr 30, 2018


By Abdulmajeed M K

Apr 20, 2018


By Boubacar S D

Apr 10, 2018

good class

By Matthias P

Apr 5, 2018


By Rohan K

Mar 27, 2018

Great job!

By Ran B

Mar 13, 2018

thank you!