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

48,945 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


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.


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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3151 - 3175 of 5,582 Reviews for Structuring Machine Learning Projects

By Abdillah F

Nov 11, 2020

Nice and very comprehensive course.

By Anton B

Nov 6, 2020

Very usefull course!! Thanks a lot!

By Carlo B

Oct 28, 2020

Nice coruse, very compact and clear

By Sanket K

Oct 15, 2020

Excellent and well organized Course

By Neetima G

Oct 11, 2020

INteresting and very helpful course

By Mohamed A M

Sep 7, 2020

thank you, it's super useful course

By srinivasulu k

Jul 26, 2020

Exceptional!! Detailed techniques!!

By Christophe P

Jul 10, 2020

Great big picture and decision tips

By Mubashar I

May 8, 2020

great practical insight is provided

By Andrii K

Feb 2, 2020

Andrew Ng thank you for this course

By Irini M

Dec 2, 2019

Excellent course, thank you Andrew!

By 龚子轩

Sep 28, 2019

Patient, detailed, amaizing course!

By Scott

Jun 29, 2019

Good brief overview of the material

By 冯箫

Jan 20, 2019


By Anuj A

Dec 19, 2018

Excellent course for error analysis

By Sudip C M

Aug 12, 2018

Excellent course for ML enthusiasts

By Bluove

Jul 11, 2018


By Alexandre L

Apr 29, 2018

loved the exercices of this module.

By Ashutosh P

Apr 4, 2018

Really great and in-depth lectures.

By Bryan B C 曹

Jan 6, 2018

It helps me to rethink my research!

By Ao X

Nov 8, 2017

Nice course for structuring project

By Wang Z

Nov 6, 2017

excellent!!many practical experices

By Vít L

Sep 24, 2017

A lot of tip from every day praxis.

By Ahmet H E

Sep 16, 2017

One of the most useful certificate!

By 李培春

Aug 30, 2017

Very useful for practical projects!