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

36,202 classificações
3,863 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


Nov 23, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.


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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3451 — 3475 de {totalReviews} Avaliações para o Structuring Machine Learning Projects

por John H

Aug 29, 2017

Useful content, could be much more succinct.

por Alfredo M

Mar 14, 2018

There were no practical coding homeworks :(

por Igor C C

Feb 14, 2018

A little less dense than the other courses.

por Rajesh M

Oct 11, 2017

Can reduce some of the repetitive material

por Hamidreza C

Jan 07, 2020

Good course, nice case studies, liked it.

por Gaurav A

Aug 26, 2019

Great course, good structure, nice theory

por David A

Nov 19, 2018

Didn't get any practice coding sessions.

por Yunfei D

Mar 05, 2018

Why is there no programming assignments?

por John K

Sep 19, 2017

I would have liked more hands o examples

por Zhen L

Sep 09, 2017

Provide many suggestions about practice.

por Michael F

Apr 20, 2018

I would have liked more coding modules.

por bhagam a

Mar 12, 2018

It was actually very nice and intuitive

por supperhpxd

Jan 07, 2018

will be better if more exercises,thanks

por 龚鑫

Jan 31, 2019


por Kesong C

Oct 03, 2018

Please add some programming practices!

por Lucas V

Jul 29, 2018

I wish there were practical exercises

por Ravi V

Apr 18, 2018

This topics needs more quizzes thanks

por Fabio B

Mar 18, 2019

Quite intresting and well explained

por Amrit R

Dec 28, 2019

Great course, but a bit redundant.

por Simin J

Sep 28, 2017

There are a couple of video issues

por Duvan A

Mar 04, 2019

Some videos have edition mistakes

por Zhao Y

Sep 15, 2018

Need programming practice!!!!!!!!

por Jeramia P

Sep 06, 2018

Videos are a little "unfinished."

por GOI C L

Feb 11, 2018

should have a real tuning example

por Carlo A A D A

Jan 23, 2018

Some minor inaccuracies in videos