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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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4351 — 4375 de 4,911 Avaliações para o Structuring Machine Learning Projects

por Joffre L V

Oct 25, 2017

Very good course, maybe a little more project work would be better, ....

por Prasad D D

Jul 03, 2020

Great videos. Just too long. Maybe sometimes I feel it to be repetative

por Angel-Lucian R

May 21, 2020

It would be more useful to have this course last in the specialization.

por Abhinand S

Mar 28, 2019

The answers to the questions in the Quiz are ambiguous and subjective.

por Wynand

Feb 15, 2018

Good, not dissimilar information from what was taught in the ML course

por R. P R

Nov 30, 2017

Will return to this lecture again in the future as reference material.

por Isaac K

Nov 27, 2017

Has some useful information, but is lacking any programming exercises.

por george v

Nov 02, 2017

great-practical advices. nice simulation of the problems in the quizes

por Tianyue Z

Sep 11, 2017

Talks about error analysis and strategies of how to proceed a project.

por Liu X

Sep 13, 2020

the quiz of the 2nd week has a wrong question, in my quiz,this 10th。

por Abhishek N

Dec 23, 2018

Great course. Loved the lectures, but the assignments were ambiguous.

por Jesús C

Oct 13, 2018

Great course!

I only missed how to deal with unbalanced training sets.

por Jeremy O

Jul 14, 2018

Great information - A few more video errors than in previous courses.

por John W

Oct 02, 2017

Another informative course. A bit repetitive but overall very useful.

por Jacques J

Sep 06, 2017

Would have loved a lot more content and a lot more practice examples.

por Mihir S D

Apr 06, 2020

Great course! Would be better if programming exercises were included

por Edoardo S

Feb 02, 2019

A bit too theoretical and not empirical but still really interesting

por Dieter V

Apr 23, 2020

The value of this course is mostly in the quizzes. Very insightful.

por Michael B

Apr 04, 2018

Well structured material - trigger the desire to know more and more

por yifeng z

Feb 27, 2018

kind of lacking in practical assignment. only quiz seems not enough

por Roger F

Dec 04, 2017

It would be great to get some explanations in regard to both tests.

por Shirley Z

Nov 06, 2017

Could be more examples or coding assignments for transfer learning.

por Chao L

Sep 29, 2017

Distills the key and practical aspects of machine learning projects

por Chuyi H

Jul 02, 2020

the knowledge is very relevant and the quiz is fun and challenging

por Tomas O H

Jun 20, 2019

Very useful intuitions, needs a little more of coding if possible.