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

44,087 ratings
4,964 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 31, 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 02, 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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3226 - 3250 of 4,911 Reviews for Structuring Machine Learning Projects

By Ahmed A G

Apr 04, 2020

Andrew is awesome

By marzieh

Mar 05, 2020

Amazing.Thanks <3

By Cristian D

Mar 03, 2020

Excellent content

By Sibi

Feb 09, 2020

Excellent course.

By Masoomeh G

Jan 13, 2020

Very useful tips.

By Shilong L

Jan 07, 2020

very good courses

By Sumit R

Dec 25, 2019

Fabulous material

By Huynh B H

Dec 14, 2019

This is very good

By Dhiraj H

Dec 02, 2019

Awesome as always

By Thomas M

Nov 27, 2019

Fantastic course.

By 董博文

Oct 22, 2019


By speagleYao

Sep 15, 2019

a good experience

By Luis R M B

Aug 04, 2019

Excellent course!

By Jayesh R V

Jun 12, 2019

Very informative.

By Qiusi L

May 29, 2019

excellent course!

By 任杰文

Feb 17, 2019

It's great for me

By Ricardo N d R B

Dec 30, 2018

Excellent course!

By 朱荣鑫

Dec 23, 2018

as good as before

By ignacio v

Sep 18, 2018

Incredibly useful

By Tanuj P

Aug 28, 2018

Very good course!

By Yue G

Jul 24, 2018

Very useful tips!

By huy n

Jul 23, 2018

very practical :)

By Kunal V

Jul 12, 2018

brilliant course!

By shengyuliu

Jun 26, 2018


By Ankit S

Jun 17, 2018

Good Knowledge :)