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

4.8
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44,087 classificações
4,964 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

MG

Mar 31, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

JB

Jul 02, 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!).

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4751 — 4775 de 4,911 Avaliações para o Structuring Machine Learning Projects

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 Anusha P

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 ANAND P

May 30, 2020

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

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 Sebastien C

Aug 06, 2020

Covers interesting concepts at length. Videos could be shortened.

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 Emmanuel D M

Apr 21, 2020

I thini the course needs more quizzess and a program exercise

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 Axel G

Jun 14, 2020

Good content, but very focused on Computer Vision and NLP

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

por Varun S

Sep 23, 2018

Was expecting more scenarios for real data experience

por Jian Z

Nov 06, 2017

个人感觉课程的内容比较难于理解,希望老师在设计ppt方面能给出一些完整直观的解释,有的时候书写会不是很清晰

por Bogdan P

Sep 19, 2018

The course is OK, but it lacks programming exercises