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

45,286 ratings
5,159 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

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.

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 5,102 Reviews for Structuring Machine Learning Projects

By Joseph L

Nov 25, 2017

great course

By Washing L

Nov 21, 2017

Big picture.

By Apratim M

Nov 2, 2017

Great Course

By Lyu Y

Oct 28, 2017

Great course

By Alex B

Oct 14, 2017

Really great

By akash r

Oct 13, 2017

Very useful.

By viper

Oct 10, 2017


By Ang L

Oct 2, 2017

Very useful!


Sep 23, 2017


By 宋晓铭

Sep 15, 2017

very useful!

By Eric

Sep 14, 2017

very helpful

By Yusuf A

Aug 31, 2017

Great course

By Vladimir R B

Jan 12, 2021

Buen Curso.


Oct 30, 2020

Good course

By Gusti A F A

Aug 17, 2020

Very useful

By Pratik S P

Aug 10, 2020

nice course

By Sukhaveerji G

Jul 19, 2020

good course

By Sandhya D R

Jun 10, 2020

good course


May 29, 2020

Good course

By Manjunath I

May 20, 2020

good course

By Manu M

May 14, 2020

It's useful


Apr 3, 2020

Very useful

By Nilesh S

Mar 26, 2020

Good Course

By Manuel N

Dec 19, 2019


By Sandeep B

Dec 15, 2019

Good Course