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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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1476 - 1500 of 5,708 Reviews for Structuring Machine Learning Projects

By utsav j

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May 25, 2020

beautiful course,learnt so many little details of structuring a ml project which people usually tend to ignore

By Federico H

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May 13, 2020

Very interesting course, lots of insight of possible practical problems, great addition to the specialization.

By Suhail Y

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Apr 21, 2020

As claimed by the instructor, this course imparts unique and truly valuable knowledge based on his experience.

By emmette

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Apr 20, 2020

This course provides a lot of very practical knowledge for machine learning professionals that will be of use.

By keerthi k

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Dec 23, 2019

Must learn one, because all of the mentors experience were shared and this enables us to work in ml like a pro

By Joost M

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Dec 22, 2018

Just really great to absorb all of the experience of you Andrew! This will definitely help in my current work!

By Harold M

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Nov 2, 2018

Good course on ML project strategies. A little bit confusing questions, but it was a great exercise.

Thank you!

By shivanand s

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Sep 23, 2018

Though no programming assignment in this course it was challenging to grasp all the content and clear the quiz

By Akshay N

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Sep 2, 2018

Fantastic course, it has helped me develop a systematic framework for approaching problems in machine learning

By Just a g

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Jan 14, 2018

A must take course.As always sir andrew is excellent and introduce to us real life machine learning scenarios.

By Sahil S

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Dec 17, 2017

Really intuitive, very impressed with this course. Feels like I am ready to dive into industry grade projects.

By Chih-Wei C

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Nov 19, 2017

The course helps learners to have clear understanding on how to apply DL to projects with numerous strategies.

By Shuanglong X

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Nov 4, 2017

Highly practical aspects of Ml addressing issues that could most likely encounter in real-life applications...

By Raid A

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Aug 15, 2017

Outstanding and unique ideas on ML Strategy. Probably, ideas with error which is very close to Bayes error. :)

By Mahendra B

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Jul 26, 2021

This course if informative. But lacks any practical experience. Would be good if a project can be integrated.

By Andrew S

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Mar 1, 2021

Awesome course for gaining intuition about how to approach machine learning projects and troubleshoot issues!

By Daan v d M

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Jul 24, 2020

Excellent insights in structuring and optimising ML projects; tips & tricks, pitfalls and ways to solve them.

By Dustin Z

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Jun 27, 2020

I have come back to this course multiple times when seeking input on machine learning projects. Very helpful!

By Gowri s r

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May 30, 2020

This course helps to tackle real-life problems. while doing any deep learning project. This course is helpful

By animikh c

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May 26, 2020

It's beautiful. These theoretical knowledge are very much helpful. Great explanations . Thank you very much .

By Thejus H R

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May 20, 2020

Extremely thought provoking for an aspiring Deep Learning student! I love how well thought out everything is!

By Gaetano S

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May 11, 2020

An extraordinary course that collects numerous practical questions regarding concrete Deep Learning projects.

By Vishesh K

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Apr 25, 2020

there should also be the course where you can learn the coding techniques on how to apply these concepts.....

By dyfbobby

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Aug 17, 2019

The good strategies I learned can even save much time on the project which is not in the deep learning field.

By An S

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Jul 19, 2019

This is a great course! I have learned so many great ideas that I could have never learnt from other courses!