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

4.8
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35,983 classificações
3,826 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

Nov 23, 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.

DC

Mar 08, 2018

Going beyond the technical details, this part of the course goes into the high level view on how to direct your efforts in a ML project. Really enjoyable and useful. Thanks for making this available!

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3651 — 3675 de {totalReviews} Avaliações para o Structuring Machine Learning Projects

por Jie Y

Apr 03, 2018

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

por Diego P

Jul 12, 2019

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

por Marco L S

Nov 28, 2019

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

por FLAVIUS S N

May 17, 2018

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

por R. S S

Feb 10, 2018

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

por Duncan K M

Nov 20, 2017

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

por rohan k

Feb 01, 2019

Seemed lots of similar information which was covered in previous courses

por Greg H

Sep 15, 2017

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

por Joshua P J

Jun 23, 2018

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

por Potnuru A

Jun 23, 2018

No practise sessions, just theory unlike others in this specialization

por Moustafa A M

Dec 22, 2017

No details about some implementations how to implement this techniques

por David F

Sep 23, 2017

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

por Mtrix.Blackspecter

Nov 03, 2017

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

por Lambert R

Apr 16, 2018

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

por Mike T

Jul 24, 2018

I wished there were exercises besides the quizzes in this course

por Anatolii B

Oct 01, 2018

some quiz questions are poorly formed, a little disappointing.

por C. I

Aug 17, 2017

Very short, not many practical examples. Lots of repetitions.

por W S

Sep 01, 2019

Video lectures tend to be repetitious, and can be confusing.

por Anthony M

Oct 23, 2017

Practical knowledge, but I would prefer more hands on coding

por Jiheng R Z

Sep 09, 2017

Quite a few errors and ambiguities in the practice problems.

por Zijing Z

Nov 17, 2017

The topics are interesting however the content is off par.

por Daniel D

Sep 04, 2017

The course es good, but it seems still under development.

por Juan A C A

Aug 30, 2017

It would be better if you include programming exercises.

por Abdullah M

Jan 13, 2018

It was hard to keep interested - lost focus many times

por Brandon C

Dec 07, 2018

lacking in the usual engaging programming assignments