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Comentários e feedback de alunos de Structuring Machine Learning Projects da instituição

45,329 classificações
5,162 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

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!).

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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4926 — 4950 de 5,107 Avaliações para o Structuring Machine Learning Projects

por Shivam K S

1 de Out de 2019

Could have been more in depth or could have been added to another course as one extra week

por Gowdhaman S

25 de Mar de 2018

The course content was great and it is more theoretical. Kindly add hands-on or projects.

por Joseph A D

28 de Jan de 2018

Helpful guidance but I didn't get enough material to help *me* generalize what I learned.

por Deleted A

27 de Ago de 2017

Some material is trivial. Some quiz questions are ambiguous, or have nonsensical answers.

por Vitor A B

22 de Fev de 2018

There's no programming exercises.

Pehaps one for hyper parameter tuning would be nice.

por Mohamed A

2 de Out de 2017

I was expecting more on tensorflow as well as technical work on error corrections.

por Gabriele G

24 de Mai de 2020

I wish there was a programming assignment in this course instead of only quizzes.

por Jie Y

2 de Abr de 2018

It's better to have designed projects to show how to solve these specific issues.

por Diego P

12 de Jul de 2019

Videos are quite long. Good course although a bit heavier than the previous ones

por Marco L S

28 de Nov de 2019

Useful but not that much for assigning to those topics a course of their own.

por Flavius S N

17 de Mai de 2018

First week is a little bit boring for those that did Machine Learning course.

por R. S S

10 de Fev de 2018

A good course though some programming exercises would have made this better.

por Duncan K M

19 de Nov de 2017

I like coding projects and hands on material, this was heavy on the videos

por Milton R

28 de Mai de 2020

The Course would be bit more Interesting if it some programming insight.

por rohan k

1 de Fev de 2019

Seemed lots of similar information which was covered in previous courses

por Greg H

15 de Set de 2017

It would be better if we could try coding and experimenting these ideas.

por Joshua P J

23 de Jun de 2018

I fear this material won't challenge many learners. Feels like review.

por Anusha P

22 de Jun de 2018

No practise sessions, just theory unlike others in this specialization

por Moustafa A M

22 de Dez de 2017

No details about some implementations how to implement this techniques


30 de Mai de 2020

It was awesome but not one of the best courses in the specialization!

por David F

22 de Set de 2017

Good insights, but not much material and no programming assignments.

por Mtrix.Blackspecter

3 de Nov de 2017

It was rather disappointing because it didn't meet my expectations.

por Sébastien C

6 de Ago de 2020

Covers interesting concepts at length. Videos could be shortened.

por Lambert R

16 de Abr de 2018

Dommage qu'il n'y ait pas de TP dans ce cours (seulement 2 quizz)

por Mike T

24 de Jul de 2018

I wished there were exercises besides the quizzes in this course