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

48,973 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


Jul 1, 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!).


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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3001 - 3025 of 5,585 Reviews for Structuring Machine Learning Projects

By Changlin Z

Aug 25, 2017

Thanks a lot. Andrew. Really appreaciate.

By Benjamin S

Aug 22, 2017

Very good course, even that it was short!

By Arthur C

Aug 20, 2017

Most insightful course within the series.

By Mohomad N

Jan 30, 2023

It's helping me a lot to achieve my goal

By Ashwani g

Apr 10, 2021

the best course to know basic to advance

By Edward C

Dec 16, 2020

Excellent practical real-world insights.

By Kamal K

Nov 10, 2020

it is very useful to make an ML project.

By Rajesh P

Aug 19, 2020

Great course with lot of good strategies

By Neeladri P

Aug 18, 2020

good course to learn basic ml strategies

By Akshaykumar S

Jul 20, 2020

solving case studies is great approach !


Jul 8, 2020

Very Good course about Machine Learning.


Jul 6, 2020

Very nice platform for learning in depth

By Muhammad F H

Jun 5, 2020

Excellent material and very well taught!


Apr 24, 2020

Thank you very much for so great course!

By Ammar T

Mar 11, 2020

It gives really great practical examples

By Xiaoyan Q

Nov 5, 2019

Such a great course. I've learnt so much

By Naveen G B

Oct 19, 2019

Right course for all AI Project Managers

By 张逸辰

Sep 14, 2019

I have learnt a lot about ML. Thank you!

By Mrinmoy B

Jul 11, 2019

Another masterpiece teaching from Andrew

By Deleted A

Jul 9, 2019

Good course with sound practical advice.

By Bharathi A

Jul 4, 2019

One of the best! Definitely recommended!

By Ravish R

Apr 1, 2019

Nice course for getting a feel of error.

By Yuan L

Mar 4, 2019

very practical and well organised course

By Guru S

Nov 18, 2018

Very informative course. Appreciate it !

By Akhil K

Sep 29, 2018

Flight Simulator exercises helped a lot!