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

48,866 classificações

Sobre o curso

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning. This is also a standalone course for learners who have basic machine learning knowledge. This course draws on Andrew Ng’s experience building and shipping many deep learning products. If you aspire to become a technical leader who can set the direction for an AI team, this course provides the "industry experience" that you might otherwise get only after years of ML work experience. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

Melhores avaliações


30 de mar de 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.


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!).

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701 — 725 de 5,571 Avaliações para o Structuring Machine Learning Projects

por Varad M

21 de mai de 2018

A very informative and interesting course. It describes the project management aspect of an ML project which is rarely taught or spoken about. Thanks Andrew for this amazing course.

por Federico S

30 de jul de 2020

The course is well designed. The hints Andrew gives are really useful and interesting. I'm taking the whole specialization and it seems to be really useful. Thank you so much guys!

por Prof P

27 de jul de 2020

The courses keep getting more interesting! There is a lot of subtly to deep learning as you go towards a management level apparently. Many different problems with unique solutions.

por Nishant S

23 de dez de 2019

An excellent course the reason for me telling this, actually I thought it wasn't so important course in this deep learning specialization. It turned out as one of the important one

por Prashidha K

10 de jul de 2019

Amazing. Really love how the instructor goes through all possible examples and repeats the most important concepts so this it gets engraved. The quizzes were also very interesting.

por Sankrutyayan T

12 de nov de 2018

It gave a comprehensive insight into the strategies to follow for various hindrances one will face during a Machine Learning Project. It has been more helpful than I have imagined.

por oWen H

30 de jun de 2018

Awesome course! Very practical too. No project assignment (coding) but the questions in the quiz are superb since they are comprehensively covers the entire aspect of the lectures.

por Md R B W

22 de jan de 2018

One of a kind course in Deep Learning and a must know. The fact that there wasn't a single programming assignment was a bit upsetting. The simulations are much appreciated however.

por Shanshan

3 de set de 2017

Many discussions are engineering orriented, so I need more projects to execute and practice all of the advises. Questions are tricky to answer, but the course is highly recomended.

por Md B U A

6 de out de 2020

This course was much better explained compared to the previous two. And the assignments were also better. Because you would need to put a fair amount of thought for each question.

por Jeffin S

14 de jun de 2020

I wish i did this before i did my live project dissertation at uni for my data science Msc. This would have saved me a lot of time and pressure! Thank you for this amazing course!

por Sima Q

8 de set de 2019

As usual, a powerful course by Andrew... very well structured and excellent quizes...I wouldve like to see more practice quizes even if optional to strengthen what we have learnt.

por Raymond T Q T

4 de fev de 2019

a clear and helpful explanation on how to choose a strategy and make a neuron networks model working well, and also propose useful approaches to improve the error in the NN model.

por CHOY, T S

22 de set de 2017

This is course is more than just about knowledge, it's about wisdom. Andrew guided us how to think and make decisions when applying deep learning in practice. This is truly a gem.

por Nimish S

17 de ago de 2017

Superb course on some really good practical aspects of machine learning and that too in Andrew's engaging and no-frills style

Kudos to Prof Andrew and rest of team

por Abdelrahman M

25 de mai de 2021

A very short course but has a lot of best practices of structuring machine learning projects about where to start from and how to take your steps in order to aim the right target

por swaraj p

17 de jul de 2020

a really insightful course, perhaps more crucial than the other two.

the insights andrew gives are really important and it will need tonnes of experience to learn them on your own

por Xh L

25 de fev de 2020

Through the study of this lesson, I learned the cross-correlation between machine learning and deep learning, and gave me preliminary guidance in the layout of my large projects.

por Krishna T T

2 de dez de 2019

Definitely one of the best deeplearning courses I have come across. Even though I have the experience of working on deeplearning there are some points I can take from this course

por Amaranath B

15 de out de 2019

I have gleaned valuable insights to approach a problem I had, And a proper procedure that helps me iterate through the model development cycle more efficiently , Thank you team !

por W. M V H W

11 de fev de 2019

The content is great but if there were a few exercises where we had to use tensorflow and complete a neural network, it would have been better practice. But the content is great!

por David M

8 de abr de 2018

Very instructive, easy to underestimate how fast you can waste your time in AI projects without proper analysis and management. This course should accelerate most of AI projects.


4 de out de 2020

the amazing thing that i found in this course is that it consist of so many day to day life examples to explain the things,which makes tough things to understand in a easy way..

por fadi a

2 de out de 2020

The course taught me so many practical skills, and it gave me a sense of how to deal with real-life problems when I want to build a deep learning application. Thank you so much!

por MIN H H _

29 de jul de 2020

Worth the time spent. I got to learn about when to use the different algorithms in deep learning. Dr. Andrew Ng explained it in a lucid manner and the content is easy to digest.