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

4.8
estrelas
45,298 classificações
5,159 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

AM
22 de Nov de 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.

TG
1 de Dez de 2020

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

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4526 — 4550 de 5,102 Avaliações para o Structuring Machine Learning Projects

por Wynand

15 de Fev de 2018

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

por R. P R

30 de Nov de 2017

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

por Isaac K

27 de Nov de 2017

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

por george v

2 de Nov de 2017

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

por Tianyue Z

11 de Set de 2017

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

por Liu X

13 de Set de 2020

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

por Abhishek N

23 de Dez de 2018

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

por Jesús C

13 de Out de 2018

Great course!

I only missed how to deal with unbalanced training sets.

por Jeremy O

14 de Jul de 2018

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

por John W

2 de Out de 2017

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

por Jacques J

6 de Set de 2017

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

por Hugo H M A

16 de Dez de 2020

It's so good but I think is for intermediate level rather than entry

por Mihir S D

6 de Abr de 2020

Great course! Would be better if programming exercises were included

por Edoardo S

2 de Fev de 2019

A bit too theoretical and not empirical but still really interesting

por Dieter V

23 de Abr de 2020

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

por Michael B

4 de Abr de 2018

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

por yifeng z

27 de Fev de 2018

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

por Roger F

4 de Dez de 2017

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

por Shirley Z

6 de Nov de 2017

Could be more examples or coding assignments for transfer learning.

por chao L

29 de Set de 2017

Distills the key and practical aspects of machine learning projects

por Chuyi H

2 de Jul de 2020

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

por Tomas O H

19 de Jun de 2019

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

por Aniceto P M

24 de Abr de 2019

This course is a bit short but there i a lot of experience bottled

por Javier P

19 de Out de 2017

Programming assignments for transfer learning would have been nice

por Manish C

29 de Jan de 2020

Nice to learn skills about project handling in machine learning.