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

44,748 ratings
5,071 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

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.

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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2876 - 2900 of 5,015 Reviews for Structuring Machine Learning Projects

By Anurag N P

Jul 21, 2020

Awesome experience and knowledge.

By Shivender K

Jul 15, 2020

Really informative and fun course

By Rima

Jun 15, 2020

Extremelly helpful insights. Thnx

By Abhishek P C

May 18, 2020

It helps to improve my knowledge.

By Lovepreet S

Apr 23, 2020

Just One Thing to say --> Awesome

By Tshepiso

Apr 11, 2020

Best course of the specialisation

By Alonso O O

Apr 7, 2020

A lot of knowledge in a few weeks

By 靳文彬

Mar 12, 2020

valuable experience for practice!

By Makram J

Jan 6, 2020

Amazing Course, Thank you Andrew!

By Omar A

Dec 28, 2019

I am really enjoying this course.

By Shengyang L

Oct 1, 2019

Thanks a lot coursera!Well done.

By Sergio C

Jul 21, 2019

Excellent and practical course !!

By Pak S H

Jun 25, 2019

Very brief yet insightful course!

By Hrithwik S

Jun 19, 2019

A good course but good get better

By Ozioma N

May 17, 2019

Andrew Ng delivers great content!


May 7, 2019

This one I would rate as the best

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 Dang M D

Oct 9, 2020

Andrew Ng's trademark, as usual.