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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

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.

NI

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Awesome course as always. The course teaches real world practical aspects of how to get started and navigate in the real world projects. The guidelines are actual learnings from years of experience.

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1751 - 1775 of 5,708 Reviews for Structuring Machine Learning Projects

By Venkateswara R B

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Sep 17, 2017

Very informative and glad to learn practical tips and lessons from Andrew.

Thank you very much.

By Bhupathi R

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Nov 30, 2023

Very informational course, helped me with understanding the process of developing ML projects

By Satyam S

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Sep 15, 2020

The minor details that play a major role in projects are beautifully described with examples.

By Omkar B

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Apr 27, 2020

One of the best courses I have ever done with a bird's eye view of machine learning problems.

By MD N I

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Apr 11, 2020

Enjoyed the course. It covers all the details on how to approach a project from start to end.

By Pascal A S

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Jul 21, 2019

One of my favorites out of the series so far. Less technical but very useful insights shared.

By Bhishan P

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Jul 4, 2019

This course was very helpful. I learned about how to proceed in a project in a realistic way.

By Fadel V S

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Jun 24, 2019

Fantastic course! Learned a lot! Do it in combination with extra resources for maximum effect

By ANKIT P

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Jan 29, 2019

course deals with many real life problems one gets while working on machine learning project.

By FeiFeng

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Mar 12, 2018

I think this course is cool, it help me understand how to apply machine learning from scratch

By Edward C

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Feb 9, 2018

Its a good walkthrough for all the details that need to be considered when starting a project

By Daniel H

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Jan 1, 2018

it's a great learning track for me and I am enjoying it !! Thanks Professor Andrew and team !

By Kazutoshi S

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Oct 5, 2017

I think this class is the most important one of five. Essence of the real world applications.

By Evaldas B

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Oct 4, 2017

Very good course on ways of optimizing your deep net. Also very tricky questions in the quiz.

By Abimbola A

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Sep 1, 2017

Excellent course. It provides practical insights into working with machine learning projects.

By Nemanja R

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Aug 13, 2017

Excellent high-level advice on steering your efforts during the development of Data Products!

By Luisa F A S

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Aug 6, 2022

Quizes are quite challenging and intuitions on how to drive an ML project are super useful.

By Vikash S

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Sep 8, 2020

This course gave a wide perspective on developing machine learning models in the real world.

By Jyotin P

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Jul 15, 2020

Great course!Never before Ever after, these kind of courses can be taught in any university.

By Jaehong C

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Jul 13, 2020

I think this course is extremely useful picking up a practical skills in doing ML projects.

By SONTAKKE J P

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Jul 9, 2020

Course is easy to understand and thanks to instructor and coursers make such amazing course.

By Varun G

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Jul 7, 2020

The quizes were enjoyable,made this more interesting than the previous courses of the series

By Eman A

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Jun 6, 2020

It is really a useful course that summarizes lots of tips and tricks. Thanks alot professor.

By Samitha P

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May 16, 2020

This course is very valuable as it captures a lot of practical experience from Prof. Andrew.

By Nikitha R

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May 10, 2020

Very engaging and gives a lot of exposure to problems which are likely to occur in real-time