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

48,958 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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3101 - 3125 of 5,585 Reviews for Structuring Machine Learning Projects


Dec 30, 2019

Nice and a very comprehensive course.

By Abhyuday T

Sep 14, 2019

So much to learn thank you Andrew !!!


Aug 8, 2019

Very Helpful course for ML practices!

By Hasroyan

May 20, 2019

Flight Simulators look very efficient

By Federico A G C

Apr 5, 2019

Surpassing Coursera level performance

By Javier i

Nov 19, 2018

Andrew Ng is the best, amazing course

By 胡炜瑜

Aug 27, 2018

Good knowledge for pratical projects!


Apr 22, 2018

thanks again for another great course

By Nicholas S

Mar 13, 2018

Also a really well thought out course

By Zhichao Z

Feb 25, 2018

A very nice project course in ML!!!!!

By Yuning C

Feb 22, 2018

Thanks for sharing the deep insights!

By Tse-Yu L

Feb 18, 2018

Nice course, excellent course design.

By Faysal T

Feb 3, 2018

Awesome. The course was very helpful.

By nachiappan p

Jan 8, 2018

Most essential theoretical concepts!!

By Wenzhi

Jan 3, 2018

Very useful. Thank you, Prof. Andrew.

By Jun W

Sep 21, 2017

Looking forward for the next course!!

By John T

Aug 17, 2017

Loved the flight simulator exercises.

By 성정환

Feb 28, 2022

가장 깊은곳에서부터 가장 현실적인 곳으로까지 자연스럽고 완벽한 설

By Shreyash

Nov 8, 2020

Excellent Course Structure By Andrew

By Joel A P F

Oct 3, 2020

It was a new challenge. I enjoyed it

By saad e

Sep 8, 2020

I have nothing to say except AMAZING

By Neeta N

Aug 23, 2020

Nice Course learns a lot............

By Satyam S

Aug 20, 2020

Excellent Concepts on Basics for DL


Aug 15, 2020

Very insightful

Thank you Andrew Sir

By Carlos M C F

Jul 24, 2020

Cool need undestand more some things