This course may seem less technical than the others but it provides a lot of best practices that will impact your work probably more than what you have learnt from the more technical courses.

This one is especially helpful since it contain first hand tuning guide line towards different settings of DL scenario. The case study in homework reinforce what Andrew taught on the lecture.

Very insightful, its clear Andrew is sharing his personal experience with the live projects here. As i also feel i am doing lots of things similar in real life projects.. Great work Andrew Ng

Great course. It help me learn about what should be the next step to take for our deep learning projects. We should have more strategic courses like this not only online, but also at school.

Good approach to how to tackle machine learning problems to increase the efficiency and accuracy of implementation. Gives a lot of tips and tricks that are not usually noted in ML textbooks

I love the way Andrew goes beyond teaching the foundations of a technology and launches into how to plan projects well for success. This course was, like the others, very much worth taking.

This course tells us how to approach a machine learning project. This is very useful, especially from a beginner's perspective, since a project with huge amounts of data can be pretty scary.

Such a great course, add more content to this course, this is very helpfull to people who never has worked in a machine learning project and also to people little experiencied in this field

More theory and thinking about potential projects. Happy this was added into specialization because on my own I wouldn't bother spending too much time on this stuff which is very important.

Excellent course!! I had done a few AI projects in college, nothing professionally. This course is excellent. Really makes you understand how to deal with data sets in real world projects.

This course teaches you a lot of strategies in machine learning, which potentially can save a lot of time when developing machine learning products as it helps you find the right direction!

Concise classes, with good examples of different situations. It teaches us how to get insight from the results of our project, finding the point where the team should focus its effort next.

This course is really awesome. I feel the same problem this project addresses. When projects get bigger, it becomes really difficult to handle them. And this course guide you to solve this.

This course is focused more on practical advices in order to avoid pitfalls when solving real problems. As Prof. Andrew Ng. highlighted in most courses these hints are not discussed at all.

even without the coding project, I think the big pictures will help me in the future. I definitely will rewatch the guidelines many times!

Again, thanks for your insights and instructions!!!

Extremely beneficial practical advice to get started on building machine learning projects. I can't be thankful enough to Dr. Andrew for taking time out to share his wisdom with the world.

it was a really helpful course to learn and it helped me to boost my knowledge in the era of machine learning and Deep learning. Thank you Mr Andrew Ng to provide such an excellent course.

Great discussion on the practicalities of organizing your DL projects and what to do if you start running into problems. I really liked the "case study" quizzes for learning. Good stuff!

This is a course on how teams should approach machine learning project in practise. It provides a lot of great intuition and also a feel for what working with machine learning can be like.

Though it did not have any coding assignment, I can not emphasize enough on how important this course is! Very insightful and the real world examples made them really interesting to solve.

En curso que recomiendo, lo que mayor destaco es lo simple que Andrew expone y su apertura para contar las mejores practicas a la hora en de llevar a delante un proyecto de deep learnign.

some of the questions were really hard and sounded counter intuitive to what was taught , eitherway the forums provided guidance and i gained trully important knowledge for my project UwU

definitely a great course!!! the assignments a way tougher which broadened my knowledge in deep learning. I would highly recommend this course who have completed the previous two courses.

Different from the theoretical approach from the other courses, this course offers valuable insights in terms of strategy and ML projects development that very often are underestimated.

This course demystified the dev/test sets and gave me the strategies on how to select and troubleshoot the dev & test sets, how to do error analysis and how to chose appropriate actions.