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

4.8
estrelas
45,667 classificações
5,207 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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4626 — 4650 de 5,151 Avaliações para o Structuring Machine Learning Projects

por gayatri h

4 de Jun de 2019

It gives the idea about real life machine learning problems.

por David d V

24 de Mai de 2018

It would have been great to add some programming assignments

por Jeff O

11 de Set de 2017

Good material, just wish it had more "labs" to work through.

por Juan C M S

8 de Jun de 2020

In some occasions it's been has a bit redundant information

por Pranav B

30 de Jan de 2020

Good Course for Beginners need more programming assignments

por Gil E B

29 de Jul de 2019

Good Course to learn production pipelines for practical use

por Fereydoon V

2 de Fev de 2018

Hope we had programming assignment for this course as well!

por Venkatesh N

3 de Jan de 2018

Very good course, It should be last course in specilization

por Richard M

14 de Out de 2020

Interesting ideas, but not as good structured as course 1.

por Pakin S

28 de Nov de 2019

Thanks I learn a lot of real world application and problem

por Peter K

23 de Mar de 2019

강의 후반부 (2주차) 에 강의 속도가 인위적으로 조정된거 같습니다. 속도가 빨라 이질감이 느껴졌습니다.

por Akshat A

23 de Fev de 2019

Curated content, quite exclusive indeed. Respect to Dr. Ng

por Joseph C

9 de Abr de 2018

Needs programming exercises to help firm up the new ideas.

por QUINTANA-AMATE, S

20 de Mar de 2018

Completely new of what it is out there. Well done Andrew!!

por Alejandro R V

8 de Jan de 2018

Not as interesting as the others, I personally prefer math

por Gopala V

24 de Out de 2017

Gave some ideas on mismatched data and how to address them

por Akshita J

23 de Abr de 2020

An assignment could have been included to let practically

por Roberto J

19 de Out de 2017

A bit dry, would love to see some more concrete examples.

por Vinicius B F

22 de Out de 2017

Content was fantastic, but the videos were badly edited.

por Suresh P I

10 de Set de 2017

Can be potentially folded into other courses if possible

por Hanqiu D

9 de Jan de 2021

It's too easy and cannot be a reasonable single course.

por heykel

27 de Jan de 2020

very helpful to build an intuition for DL strategies...

por Rafael G M

7 de Dez de 2019

Providing further references would benefit this section

por WEIJIAN K

15 de Nov de 2017

You can know well a lot of strategy in machine learning

por B S K

14 de Jul de 2020

Good teaching of practical approaches and nice quizzes