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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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3476 - 3500 of 5,098 Reviews for Structuring Machine Learning Projects

By abhishek

Sep 10, 2018

It was great :)

By Terry Z

Sep 6, 2018

I love this one

By Franklin W

Jul 17, 2018

Great insights!

By Inderjeet S

Jun 13, 2018

Awesome course.

By Peter.Jiang

Apr 1, 2018

without Chinese

By Roman I

Feb 6, 2018

Awesome course.

By Tian Z

Jan 26, 2018

Pretty helpful!

By Jürgen R

Dec 22, 2017

Awesome course!

By Chirag S

Nov 11, 2017

Amazing course.

By Roberto S

Nov 8, 2017

Very Thoughful!

By Siddhartha J

Nov 2, 2017

Great course !!

By Maheedhara S A

Oct 5, 2017

Exciting so far

By Adele

Sep 23, 2017


By Hamlet B

Sep 22, 2017

Very insightful

By Zhonghua Q

Sep 13, 2017

Very practical!

By Eric F

Sep 8, 2017

very practical!

By Herman W

Aug 26, 2017

Learning a lot.

By Hefaz U

Nov 28, 2020

Amazing course

By Azhar S R K

Nov 15, 2020

Feel so happy.

By Utkarsh R

Jul 23, 2020

course is good

By Abhiraj K

Jul 22, 2020

Great course !

By Navjeet B

Jul 18, 2020

He's the best.

By anil k

Jul 16, 2020

Awesome Course

By Ajay R

Jul 11, 2020

Very practical

By Arpit

Jun 18, 2020

Amazing course