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Learner Reviews & Feedback for Structuring Machine Learning Projects by DeepLearning.AI

4.8
stars
46,423 ratings
5,321 reviews

About the Course

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....

Top reviews

JB
Jul 1, 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!).

MG
Mar 30, 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.

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5226 - 5250 of 5,265 Reviews for Structuring Machine Learning Projects

By Jordi T A

Aug 28, 2017

A lot of the content seemed redundant both within the lectures and with the previous courses

By Clement K

May 11, 2020

Interesting but redundant. It's not worth an entire course, even if it's only two weeks

By Péter D

Oct 6, 2017

long videos saying actually very little ... disappointment

By Andrey L

Oct 29, 2017

Quite boring and not so interactive like the first course

By harsh s

Sep 22, 2020

good but more theoretical course rather than pratical

By Kaarthik S

May 25, 2020

this is the boring course in the specialization

By Thomas A

Oct 2, 2019

Can be better, but there's way too much fluff

By Till R

Mar 2, 2019

Some things are best learned from experience.

By Subhadeep R

Sep 25, 2018

Frankly I didn't find this to be very useful.

By Hernan F D

Dec 17, 2019

There is no a lot of content in this course

By Aloys N

Sep 20, 2019

Missing a bit of practical Python exercises

By Ofer G

Jul 9, 2019

Pretty basic and not enough practical

By kavita s

Apr 4, 2021

please work on the audio quality

By Agniteja M

Oct 2, 2019

Useful only for beginners

By Chaobin Y

Oct 12, 2017

Too little materials.

By Vinayagamurthy.M

Jan 5, 2020

Very theoritic

By Gerrit V

Aug 19, 2019

Much too slow

By Zeyi W

Apr 8, 2018

Too short

By Christof H

Sep 18, 2017

no praxis

By 태윤 김

Jul 9, 2018

no funny

By Alex A J

May 10, 2020

While there is some new and interesting material, it is not enough to justify this being a course on its own. The material could have been easily added to previous courses, as it repeats or extends what was covered there.

The "flight simulator" quizzes can be challenging, but also boring. Some of the techniques presented should be practiced with programming exercises. Transfer learning or multitasking based on material from the previous courses would have been great. Knowing that these techniques exist is not enough.

A project teaching how to remove the last layer and retrain to learn a different task would have been very exciting and informative.

I completed the course for the sake of the specialization, but I was not very motivated.

By NATHAN W

May 3, 2021

extremely overgeneralized with no information on how to apply any of these concepts to an industry application. No manufacturing facility birdwatches as a source of income.

By Sergey A

Dec 1, 2017

Extremely boring course without any practice. All the topics explained could be summarized on a dozen of pages which are obviously much easier and faster to read.

By Gianluca M

Mar 16, 2018

What is this doing here? Just useless. No science, only insights that would be valuable were they not already given in the other courses of the specialization.

By Anshu V J

Jun 27, 2018

I missed the programming assignments :-(May be it wasnt worth having this entirely as a separate course.It could have been combined with previous 2 courses.