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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!).

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.

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3326 - 3350 of 5,101 Reviews for Structuring Machine Learning Projects


May 30, 2020

Nice case studies!

By vaibhav k

May 26, 2020

it was very useful

By German S

May 16, 2020

Very nice overview

By Vikash K S

May 12, 2020

Excellent learning


Mar 31, 2020

Wonderful course!!

By zhanghx

Mar 16, 2020

short but valuable

By Ashish G

Jan 7, 2020

awesome Andrew Sir

By Boris G A

Aug 24, 2019

Lee is the best :D

By YuchulJung

Jul 4, 2019

Worthwhile to take

By Mohab M

Apr 23, 2019

this is perfection

By Joe P

Feb 25, 2019

Very useful course

By imran s

Feb 17, 2019

Well explained !!!

By Fangyao S

Feb 10, 2019

Nothing but great!

By June L

Feb 9, 2019

Extremely helpful!

By Anish R P R

Dec 1, 2018

Excellent material

By ayoub e

Oct 8, 2018

Thank you coursera

By Rebeen A H

Sep 28, 2018

really nice course

By Ram

Sep 1, 2018

Very useful course

By Kuei P H

Jun 22, 2018


By Eugene W

Mar 7, 2018

Wonderful insights


Oct 4, 2017

Easy to understand

By Prasenjit P

Oct 1, 2017

thanks professor!!

By Hardeep A

Sep 10, 2017

Excellent insights

By Muhammad K K

Nov 9, 2020

Detailed content.

By Enes S O

Oct 21, 2020

I learned much...