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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


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.


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!).

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3226 - 3250 of 5,585 Reviews for Structuring Machine Learning Projects

By Deleted A

Feb 11, 2019

No one can teach better than this

By 劍峰 劉

Apr 10, 2018

thanks for giving me so much help

By Francesco V

Apr 10, 2018

very insightful, much recommended

By Light0617

Jan 27, 2018

very useful in the real world!!!!


Nov 16, 2017

thanks for sharing the experience

By Deleted A

Nov 7, 2017

a very practically useful course.

By Ying L

Aug 28, 2017

very useful for practical problem

By Tim S

Aug 20, 2017

Lots of useful tips and examples!

By Ahmad F G

Apr 26, 2021

Thank you Mr Andrew it's Awesome

By 이지평

Feb 20, 2021

very good tutorial for beginners

By Elie K

Feb 13, 2021

The case studies are exceptional

By Dang M D

Oct 9, 2020

Andrew Ng's trademark, as usual.

By Jaisuthan A

Sep 14, 2020

Very nice and useful information

By Alicia L

Jul 22, 2020

Muy útil para planear proyectos.

By Kiran C

Jul 12, 2020

This content is really good from

By Kumar S

May 30, 2020

very descriptive and informative

By Amlan S

May 13, 2020

Short, Informational and Precise

By Ioannis P

Apr 28, 2020

Very nice short practical course

By Haris M

Apr 28, 2020

this is very informative course,


Mar 27, 2020

useful and easy to understanding

By Rajesh R

Feb 27, 2020

Great course. Very well taught..


Feb 18, 2020

very helpful to me, one DNN noob


Feb 8, 2020

May Add few programming exercise

By Matheen S

Nov 14, 2019

Great insights into ML Projects.

By Eero L

Oct 10, 2019

Great course, valuable overview.