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

45,314 ratings
5,160 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

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.

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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3851 - 3875 of 5,104 Reviews for Structuring Machine Learning Projects

By hanpaopao

Sep 13, 2017

very good

By fengchang

Sep 13, 2017

very good

By changcui

Sep 7, 2017

very good

By Krishna D

Sep 3, 2017


By Sun C

Aug 31, 2017

Very good

By Wei W

Aug 24, 2017

very good

By Javokhir R

Sep 12, 2020

Love it!

By 18-4N3 S K

Sep 9, 2020

Help ful

By 王天乐

Jul 21, 2020


By Liaskovskyi O

Jul 15, 2020


By Hugo E C G

May 17, 2020

Muy útil

By Suraj P

May 14, 2020

Good one

By Sanjay K G

Mar 27, 2020

Too good

By Yan H

Mar 8, 2020


By Lydienne K

Feb 11, 2020

Thanks !

By Ashok B

Oct 7, 2019

Worth it

By Soumi S

Oct 3, 2019

Liked it

By Daniel A G E

Sep 26, 2019

Love it.

By Martin W

Jun 22, 2019


By ChenTianyi

Apr 7, 2019


By Lucifer Z

Mar 30, 2019


By 陈锐

Sep 25, 2018


By chirspolo

Sep 11, 2018


By Kirill K

Aug 28, 2018


By M S

Aug 14, 2018

Too good