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Comentários e feedback de alunos de Structuring Machine Learning Projects da instituição deeplearning.ai

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44,087 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

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.

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!).

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4776 — 4800 de 4,911 Avaliações para o Structuring Machine Learning Projects

por JETTIBOINA V N D S R P

Jul 20, 2019

Learned new things but the course was boring.......

por Tzushuan W

Jun 01, 2019

Wordy and too abstract without hands on experience.

por Evgeny S

Apr 05, 2018

I would rather expect a course more like a capstone

por Rishab K

Apr 26, 2020

a assignment could be given along with the theory

por shafkat r

Dec 24, 2019

More programming exercises would have been great

por Beatriz S M

Feb 14, 2018

Very general, I would like to be more specific..

por AKUT J R

Aug 16, 2020

Nice module however some repetition of content!

por Mikhail G

Oct 31, 2017

quite short, would be nice to get some practice

por Paavan G

Sep 19, 2020

Could have included some programming exercises

por Thomas A

Mar 26, 2020

Interesting but not very straight-to-the point

por Marco A L H

Sep 24, 2018

not as fun as the other courses of this series

por Manish S

Apr 09, 2018

Content was not enough to create a new course.

por Yan W

Oct 24, 2017

Expect more hand-on code practice or more quiz

por Allan Y

Mar 30, 2018

Should not be a separate course. Too general.

por Adam S

Dec 27, 2017

Some useful insights but not much depth here.

por Haoran Z

Aug 05, 2020

sometimes, it really hard to hear the voice

por Ankoor B

Dec 12, 2017

Not much coding. Some lectures were rushed.

por Qu S

Nov 18, 2018

感觉前几个课程还行,到这章有点水了。。。(我不是说这部分知识不重要,但是也太少了吧)

por Liam A

Jun 15, 2019

Kinda boring, but still pretty practical.

por Daniel N

Jun 20, 2020

Would have liked to have some exercises.

por Carl E C

May 16, 2020

Not enough hands-on (coding) assignments

por Anh N

Dec 30, 2017

The concepts are difficult to understand

por Nicolas

Jul 09, 2019

not as interesting as the other courses

por Toon W

Apr 30, 2018

Not enough real programming examples.

por Aptha G

Jul 23, 2018

need some practical implementation