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

45,255 ratings
5,152 reviews

About the Course

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and is drawn from my experience building and shipping many deep learning products. This course also has two "flight simulators" that let you practice decision-making as a machine learning project leader. This provides "industry experience" that you might otherwise get only after years of ML work experience. After 2 weeks, you will: - Understand how to diagnose errors in a machine learning system, and - Be able to prioritize the most promising directions for reducing error - Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance - Know how to apply end-to-end learning, transfer learning, and multi-task learning I've seen teams waste months or years through not understanding the principles taught in this course. I hope this two week course will save you months of time. This is a standalone course, and you can take this so long as you have basic machine learning knowledge. This is the third course in the Deep Learning Specialization....

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!).

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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2951 - 2975 of 5,098 Reviews for Structuring Machine Learning Projects

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.

By Fernando O C

Oct 3, 2019

Excellent project simulators !!!

By alfredo g

Jun 19, 2019

a lot of important tips to learn

By Lin Z

Jun 6, 2019

I will come back to learn again.

By Leandro O B

May 23, 2019

The Quizzes are really helpful !

By Enikeev A

Apr 23, 2019

Good intuition about ml projects

By rajesh t

Jan 22, 2019

Best explanation found till now.

By Paweł Z

Aug 12, 2018

Unique insight, rarely available

By 任丹阳

Apr 12, 2018


By Bernardo A

Mar 11, 2018

Concise and extremely practical.

By Abhimanyu T

Mar 10, 2018

Great practical tips! Thank you!

By B.E. D

Dec 24, 2017

Useful course to get you started

By John C

Dec 15, 2017

Fantastic and intuitive overview