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

4.8
stars
49,809 ratings

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

ED

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Excellent start for digging into topics that are not taught nowhere else. The author books 'Machine Learning Yearning' is a great next read that goes deeper in some of the aspects, really recommended.

MG

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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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2376 - 2400 of 5,709 Reviews for Structuring Machine Learning Projects

By Filipe M

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Jul 11, 2020

Very good, just as the two previous courses of this specialization.

By Seraph N

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Jul 10, 2020

great content, and the quiz design is quite useful and challenging.

By José A C C

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Jul 2, 2020

Great insights for implementation of real machine learning projects

By Si

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Jun 11, 2020

very useful knowledge from Andrew. He shared his years' exp with us

By Aditya P

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May 6, 2020

This course explains the analysis part very nicely. Lots of thanks.

By JOYJIT C

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Jan 18, 2020

Excellent explanations, well created labs. Thanks a ton to Prof Ng.

By Nilesh M

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Jun 23, 2019

Very good course and covered lot of interesting and practical cases

By Saurabh S

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Apr 21, 2019

Great courer that will leap forward my actual DL project experience

By Alberto M C

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Feb 12, 2019

Good practical advice on how to structure and debug any DL projects

By Rajan K

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Oct 31, 2018

Gaining such a fine guidance in a small span of time is fantastic!!

By Miao J

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Aug 4, 2018

Very wonderful ML course. A wonderful guidance to build ML systems.

By Huanglei P

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Jun 4, 2018

Giving me great insights on dealing with machine learning projects.

By lun c

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Apr 28, 2018

For sure, you should learn it! It covers a lot of aspects. Thanks!

By Paulo A C

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Mar 17, 2018

Very new / up to date course. Really usefull thoughts and analysis.

By Warwick T

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Mar 17, 2018

A short course, yet with a good level of detail on the topic. Nice!

By Jitendra M

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Nov 2, 2017

Very valuable portion of implementing real-world projects using DL.

By Lolo F R

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Oct 27, 2017

Andrew, thanks so much for sharing your experiences. God bless you.

By Obins C

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Sep 24, 2017

it was very practical knowledge close to real world implementation.

By Stefan S

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Aug 31, 2017

Very good advices on ML Projects which you normally don't find a in

By Yahya S A

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Aug 20, 2022

a little disappointing, no programming tasks. But, great overall.

By Satyaki R

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Sep 12, 2021

Lots of helpful insights about debugging and improving ML systems.

By Hoang V

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Jun 25, 2021

Thanks so much for giving me a chance to study this amazing course

By Rodrigo N S

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Feb 3, 2021

I feel like a Deep Learning god by now. Incredible Specialization.

By Rajeev R C

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Jan 20, 2021

Great case studies, clears your concepts for better understanding.

By Rian F J

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Nov 17, 2020

The instructor explains the concepts very well. Very nice course!