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

4.8
estrelas
45,255 classificações
5,152 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

JB
1 de Jul de 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!).

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.

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4551 — 4575 de 5,101 Avaliações para o Structuring Machine Learning Projects

por Lili W

19 de Ago de 2018

Tooo much time to repeat boring things...but still a good lesson!

por Nicholas K

13 de Mai de 2018

Worthwhile: good info and the practical aspects of tuning models.

por Alexander B

24 de Abr de 2018

Good for understand how to spend your time on DL projects I guess

por Kunkyu L

14 de Set de 2017

It's difficult for me, so I have to retake 3 course, when I need.

por harm l

10 de Set de 2017

Theoretical insights in strategic development of your ML project.

por Ziyi

18 de Nov de 2018

The answer of Questions from quiz 2 seems to be not so confident

por Mohit K

29 de Jun de 2018

Superbly discussed practical problems in the field of ML and DL.

por Ch N

11 de Set de 2017

A programming assignment could be included to learn more better.

por Raimondo M

7 de Abr de 2020

I would have liked some Python assignments on Transfer Learning

por Hamzah A

7 de Set de 2019

It would be better to have some hands on assignment or quizzes.

por Mehmet N

3 de Jan de 2019

Some questions/answers of the quizzes were not accurate enough.

por Erik B

4 de Mai de 2018

Provides a more scientific approach into hyperparameter tuning.

por Qihang S

25 de Mar de 2018

I hope that in Course 3 there are some programming assignments.

por Ashwani K

27 de Abr de 2020

Nicely explained the concepts and importance of error analysis

por Su L

15 de Mar de 2020

Volumns of different vedios are different. Some are too small.

por Yue Z

23 de Fev de 2020

complementary material for the book "machine learning yarning"

por Pankaj R

12 de Mar de 2018

Lot of theory was their. Good but felt asleep after some time.

por Wenhai Z

27 de Nov de 2017

I would wish there were more programming practice assignments.

por Kyle H

22 de Out de 2017

Contained all good content, there just wasn't very much of it.

por Daniel A L G

21 de Set de 2020

The course is so useful, but sometimes the voice turns so low

por Paweł P

11 de Out de 2019

Good overview of the problems occuring while training models.

por Sathiraju E

25 de Mai de 2019

Thank you, Andrew.

This course was very helpful though theory.

por Daniel Z

14 de Ago de 2018

Good course. It would be better with programming assignments.

por Antonio H

2 de Jul de 2018

I could not do the flight simulator test, it was not working.

por Youjiang Y

16 de Jan de 2018

It will be really nice if there is assignment for this course