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Comentários e feedback de alunos de Structuring Machine Learning Projects da instituição

44,075 classificações
4,964 avaliações

Sobre o curso

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....

Melhores avaliações


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!).


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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4526 — 4550 de 4,910 Avaliações para o Structuring Machine Learning Projects

por Philip W

Feb 02, 2018

Great course but too basic

por Kevin R I

Sep 16, 2019

Not what I was expecting.

por 罗炜儒

Nov 28, 2018


por Bernard F

Nov 27, 2017

Difficult but interesting

por Nick M

Jan 13, 2018

Pretty good introduction


Sep 30, 2020

Amazing Case Studies...

por Adarsh R

Jun 26, 2020

A bit boring but useful

por 박은천

May 25, 2019

gooooood thanks Prof.Ng

por Jedrzej P

Apr 29, 2018

Good and very useful :)

por Spike Y

Nov 09, 2017


por Zihao Z

Aug 13, 2020


por yuichi k

Jul 02, 2020


por Xuanhao Z

Feb 16, 2019

Not that useful for me

por Wenliang L

Jul 18, 2018

could be more concise.

por Jeffrey D

Mar 25, 2020

Maybe a bit too easy?

por Sai V M

Jun 26, 2020

Good but theoritical

por Sanika A

May 19, 2019

loved this course...

por Abdullah E D

Sep 10, 2018

there is high level.

por Lucas B

Mar 12, 2018

Good, but so short!

por Sandeep M

Oct 17, 2017

Not enough practice

por Roberto G

Mar 15, 2020

practical but slow

por Leigh W

Sep 12, 2018

Lots of good tips.

por 杨帅

Oct 22, 2017

no coding no happy

por Brian S

Sep 27, 2017

Needs More Content

por Ming L

Apr 17, 2019