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

47,310 ratings
5,427 reviews

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.

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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3151 - 3175 of 5,392 Reviews for Structuring Machine Learning Projects

By Raj

Nov 14, 2017

Plenty of useful practical tips.

By Nattapon S

Sep 17, 2017

it has very good course content.

By Diego A C R

Oct 8, 2020

Muy buenos concejos, muy útiles


Aug 23, 2020

Nice Course, Learns a lot......

By Deepak k

Jun 30, 2020

Really good practical insights.

By Adityam G

May 12, 2020

Amazing one. Really Informative

By A H

May 2, 2020

Best way to start ML was taught

By Shresth S

Apr 5, 2020

The simulator thing was awesome

By Suresh K M

Mar 7, 2020

Very well explained! Thank you!

By naveen r

Mar 6, 2020

Exceptional intuition building.

By 王海峰

Feb 28, 2020

this course is very interesting

By Pathan B k

Nov 8, 2019

it is very helpful to my career

By Joshy J

Oct 8, 2019

Great Course. Highly recomended

By Heath W

Jul 19, 2019

Great Operational Level course.

By Kelvin G

Mar 28, 2019

Andrew NG impressive. As always

By 罗家伟

Jan 29, 2019


By 胡杰

Jul 26, 2018


By Jianbin L

Jan 18, 2018

no projects in this course. Bad

By 王卓

Aug 30, 2017

helpful strategies and advices!

By Daniel V

Jul 8, 2021

So much structure !!! Love it!

By Tuan N M

Apr 6, 2021

Great Explanation by Andrew Ng

By Ibadurrahman

Dec 21, 2020

nice lectures, very insightful

By Колесникова Я

Nov 16, 2020

Very useful course, thank you!

By Gaurav K

Oct 26, 2020

very good standard of teaching

By Abhishek P G

May 29, 2020

effective learning thanks alot