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

44,735 ratings
5,069 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

Nov 29, 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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3326 - 3350 of 5,013 Reviews for Structuring Machine Learning Projects

By Chang S

Feb 7, 2018

Very Good Course!

By Lv s

Jan 2, 2018

very nice course!

By Byung U K

Oct 21, 2017

Wonderful course!

By Denys F

Oct 6, 2017

Очень рекомендую.

By Debesh S

Sep 14, 2017

Loved it to core.

By Camilo A C V

Nov 25, 2020

Excelente curso.

By Muhammad A Z

Sep 22, 2020

Very Informative

By Minhazul A

Sep 21, 2020

very good course

By Ricardo J P F

Sep 6, 2020

Excellent course

By pavankumar p

Aug 23, 2020

excellent course

By P M

Aug 4, 2020

GOOD WORK.......

By Ravi K C

Jul 9, 2020

Excellent course


Jul 8, 2020

wonderful class!

By Prashant U

Jul 7, 2020

Excellent Course

By Tarun k

Jul 2, 2020

Very Helpful!!!!


Jun 8, 2020

Nice explanation

By Isha V

May 24, 2020

excellent course


May 18, 2020

fantastic course


May 16, 2020

excellent course

By Sachin M

Apr 30, 2020

Great course !!!

By Ben B

Apr 12, 2020

Great, as usual.

By Sebastian Q

Mar 22, 2020


By Bavalpreet S

Mar 9, 2020

amazing insights

By Benjamin C

Feb 23, 2020

Amazing content!

By Fabrice H T

Feb 4, 2020

Great Courses!!!