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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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3451 - 3475 of 5,585 Reviews for Structuring Machine Learning Projects

By Sanchit

Nov 19, 2017

Loads of practical stuff!

By Ariful I M

Oct 31, 2017

I liked the case studies.

By Aman D

Sep 8, 2017

Great Practical knowledge

By Manaranjan p

Sep 5, 2017

Extremely practical tips.

By Ravikumar V

Sep 3, 2017

Awesome practical advice.


Oct 23, 2020

Great instructive Course

By Unnat T

Sep 25, 2020

good learning experience

By Walliam w

Aug 19, 2020

Andrew is so perfect !!!

By Cheuk L Y

Jun 6, 2020

Cool intuition boosting!

By Hassan A

Jun 3, 2020

The course was fantastic

By Abhishek P

Mar 31, 2020

Nice Learning Experience

By Suraj V

Mar 18, 2020

This course is very good

By siva

Nov 17, 2019

Quiz is extremely useful

By Akshay R

Nov 10, 2019

Also incredibly relevant

By Hsinyu, C

Jun 15, 2019

a very practical course!

By James C

Feb 24, 2019

Great practical resource

By Zhiliang W

Jan 25, 2019

Something really useful!

By Satish E

Oct 25, 2018

Best ever course on DL..

By Jiayu H

Oct 10, 2018

Really a wonderful class

By 付美玲

Sep 27, 2018


By 郑晨斌

Jul 15, 2018

It's very useful for me!

By narendra s

Jun 4, 2018

Great practical insights

By George L

Jun 1, 2018

Many useful suggestions!

By Yu Q

Apr 16, 2018

Very useful and helpful!

By Sandip K

Mar 3, 2018

Lot of practical advice.