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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

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.

Dec 1, 2020

I learned so many things in this module. I learned that how to do error analysis and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

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2826 - 2850 of 5,097 Reviews for Structuring Machine Learning Projects


Apr 22, 2018

thanks again for another great course

By Nicholas S

Mar 13, 2018

Also a really well thought out course

By Zhichao Z

Feb 25, 2018

A very nice project course in ML!!!!!

By Yuning C

Feb 22, 2018

Thanks for sharing the deep insights!

By Tse-Yu L

Feb 18, 2018

Nice course, excellent course design.

By Faysal T

Feb 3, 2018

Awesome. The course was very helpful.

By Nachiappan P

Jan 8, 2018

Most essential theoretical concepts!!

By Wenzhi

Jan 3, 2018

Very useful. Thank you, Prof. Andrew.

By Jun W

Sep 21, 2017

Looking forward for the next course!!

By John T

Aug 17, 2017

Loved the flight simulator exercises.

By Shreyash

Nov 8, 2020

Excellent Course Structure By Andrew

By Joel A P F

Oct 3, 2020

It was a new challenge. I enjoyed it

By saad e

Sep 8, 2020

I have nothing to say except AMAZING

By neetanain

Aug 23, 2020

Nice Course learns a lot............

By Sathyanarayana M

Aug 20, 2020

Excellent Concepts on Basics for DL


Aug 15, 2020

Very insightful

Thank you Andrew Sir

By Carlos M C F

Jul 24, 2020

Cool need undestand more some things

By Aditya M

Jun 17, 2020

A necessary course for all beginners

By Rahul V H

May 14, 2020

Top instructor and rigorous content.

By Ikponmwoba E

Apr 21, 2020

Andrew Ng is a Hero in Deep learning

By John J

Apr 10, 2020

Exposed me to new ideas and concepts

By Christopher

Apr 1, 2020

A short but very informative course.

By Devashish P

Nov 6, 2019

Good course.... Learnt a lot........

By Ahmed O

Aug 31, 2019

Great care for the important details


Aug 17, 2019

good. concepts are clearly explained