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Learner Reviews & Feedback for Structuring Machine Learning Projects by deeplearning.ai

4.8
stars
41,109 ratings
4,573 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

JB

Jul 02, 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!).

MG

Mar 31, 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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3251 - 3275 of 4,533 Reviews for Structuring Machine Learning Projects

By Xiao M

Nov 17, 2017

Very Gooda!

By free_siemens

Nov 14, 2017

very useful

By sonyfe25cp

Sep 30, 2017

nice course

By Howard S

Sep 30, 2017

Good course

By Jamie N

Sep 29, 2017

Fun course!

By 霍宇琦

Sep 20, 2017

thank you ~

By Hong W

Sep 17, 2017

Very Useful

By Yeo Y S

Sep 03, 2017

Very useful

By Noah W

Aug 30, 2017

pretty cool

By Scofield

Aug 27, 2017

nice class.

By yining

Aug 20, 2017

outstanding

By Dibya R M

Aug 18, 2017

excellent!!

By manuel a m v

Jun 27, 2020

insightful

By Shauvik D

Apr 29, 2020

Excellent!

By Stefan O B

Apr 14, 2020

Excellent!

By William T

Mar 21, 2020

Good stuff

By Zhiping L

Feb 21, 2020

excellent!

By Yuanxin L

Feb 15, 2020

Very good!

By Mengting J

Feb 12, 2020

Very good!

By MANISH P

Dec 29, 2019

well done!

By Xibelly M E

Dec 24, 2019

Excellent!

By 王先磊

Nov 12, 2019

Very good!

By Mamedov M

Oct 17, 2019

Thank you!

By rudraps

Aug 19, 2019

Thank you.

By Wdn

Jul 08, 2019

very good!