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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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3351 - 3375 of 5,582 Reviews for Structuring Machine Learning Projects

By manish l

Aug 26, 2017

Very informative and useful.

By Olorato M

Aug 18, 2017

I learnt a lot from this....

By abhishek s

Dec 28, 2022

Short but excellent course.

By Xinwen Z

Jul 20, 2021

Very useful and practical.

By Anuj P

Mar 7, 2021

Nice amazing study content.

By Woontak Y

Dec 14, 2020

It was very useful! Thanks!

By kihong k

Nov 8, 2020

thank you!!

By Mauricio M

Jun 27, 2020

Really valuable information

By Amir D

Jun 2, 2020

That was Awesome !!!!!!!!!!


May 23, 2020

Good practical information.

By 羅翊誠

Feb 29, 2020

great course for ML design!

By 刘雪萍

Sep 4, 2019

I love the quizz, Thank you

By Iskra

Jul 25, 2019

enjoyable, educative course

By Gourav S

Jun 22, 2019

nothing less than brilliant

By Quan S

May 28, 2019

Instructive course! Thanks!

By mvpzhao

Nov 12, 2018

very good, thanks Andrew Ng

By Zheng T

Jun 7, 2018

Case study is well deployed

By Aruna J

Apr 20, 2018

Nice content, well arranged

By Guo L

Apr 19, 2018

Concise and very helpful!!!

By BrianChen

Mar 10, 2018

This course is very useful.

By Mostafa A

Nov 26, 2017

very insightful information

By Stephen S

Nov 18, 2017

once again excellent course

By 李珂

Nov 16, 2017

Very useful. Thanks Andrew!

By Brad H

Oct 24, 2017

Fantastic course, as always

By Katharina K

Oct 20, 2017

The material is invaluable.