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

48,330 ratings

About the Course

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning. This is also a standalone course for learners who have basic machine learning knowledge. This course draws on Andrew Ng’s experience building and shipping many deep learning products. If you aspire to become a technical leader who can set the direction for an AI team, this course provides the "industry experience" that you might otherwise get only after years of ML work experience. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

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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3426 - 3450 of 5,519 Reviews for Structuring Machine Learning Projects

By 付美玲

Sep 27, 2018


By 郑晨斌

Jul 15, 2018

It's very useful for me!

By narendra s

Jun 4, 2018

Great practical insights

By George L

Jun 1, 2018

Many useful suggestions!

By Yu Q

Apr 16, 2018

Very useful and helpful!

By Sandip K

Mar 3, 2018

Lot of practical advice.


Jan 14, 2018

most important ML course


Jan 12, 2018

Very good for strategy !

By Mohamed A

Dec 26, 2017

Congratsm grat inshigths

By Begoña

Dec 6, 2017

Great course, as always!

By 周悦喜

Nov 4, 2017

very nice , I learned it

By Jiarui F

Oct 16, 2017

very practical knowledge

By Anastasia M

Sep 2, 2017

Just wish it was longer!

By pranay c

Jan 23, 2022

very informative course

By Yashwanth N

Aug 29, 2021

Nice practical approach

By Gaurav J

May 1, 2021

A very beautiful cource

By 06 G H W

Feb 16, 2021

Please elaborate more !

By HoangVan N

Feb 3, 2021

Thanks to Mr. Andrew Ng

By 周滢瑶

Sep 3, 2020

Very useful strategties

By Yamf

Jun 24, 2020

I really liked this one

By Manikant R

Jun 14, 2020

Wonderfull case studies

By Oliver P

May 17, 2020

Very valuable insights!

By Menaka R

May 13, 2020

Very challenging course

By Shweta S

Apr 22, 2020

Awesome course content.

By Prashant A

Feb 14, 2020

Very informative course