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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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1776 - 1800 of 5,708 Reviews for Structuring Machine Learning Projects

By Jhon S R M

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May 9, 2020

So good course, I really like the form like Andrew teaches and the concepts were too clear.

By Pradeeshwar J

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Dec 25, 2019

This course helped me achieve my confidence in proceeding with any machine learning project.

By Yash B

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Dec 12, 2019

Great course. Great follow up for course 2. Better deployment of models into the real-world.

By Chloe L

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Aug 30, 2019

Excellent questions. I wish there are more exercises like these simulations for this module.

By Ramakumar J A

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Apr 20, 2019

Excellent course. So much of learning and expert insights for folks curious about ML and NN.

By 김윤수

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Jan 22, 2019

This lecture was really helping to get clear insight of structing machine learning progects!

By Ashit G

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Nov 9, 2018

Thanks to Andrew Ng, who has put his all experience of problem solving in this short course.

By Ka P ( Y

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Aug 16, 2018

Very good course. New information about how to structure a ML project with real-life issues.

By Sai D A

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Jun 10, 2018

Excellent course. Thank you for providing such a beautiful curriculum with good explanation.

By Van V N

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Nov 27, 2017

Very well structured course. I liked the Machine Learning flight simulator. Amazing teacher.

By Muhammad A b C M

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Sep 21, 2017

Learnt a lot about ML project planning! Felt more confident to start on one from the get-go.

By Mou A

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Aug 23, 2017

May be after a long time I could understand exactly how to struct machine learning projects.

By Soumyadeep N

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Jun 18, 2021

The course is well designed and easy to learn. It helped me understand a few subtle issues.

By Robert N

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May 18, 2021

Great practical advice from someone who has been in the trenches. Really liked this course.

By James T B I

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Apr 16, 2021

Very practical guidance for real world application of Machine Learning and debug for teams.

By Nemat G

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Sep 6, 2020

I learn how I can solve frequent problems in this course. And this course was very helpful.

By Estefania A

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Jun 21, 2020

Excelente, la guía para saber como afrontar los problemas en los proyectos es de gran ayuda

By L V K S R B

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May 16, 2020

Great course!!!

Got better intuitions on how to structure our ml project for better results.

By Abhishek B

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May 3, 2020

This course was really helpful to learn some of the more practical aspects of deep learning

By Leung S C

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Apr 23, 2020

Great insight for ML projects. But a bit more video editing of the lecture might be needed.

By Bao N

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Apr 11, 2020

I have learned a lot about practical project application of machine learning! Very helpful!

By prateek s

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Apr 4, 2020

Great Course. It covers all the practical requirements needed for machine and deep learning

By ARCHIT J

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Mar 24, 2020

Anyone can train, but how to improve in a systematic way, can be learned from this courses.

By Петро Г

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Sep 16, 2019

One of the most important course for me without doubts. Thanks a lot for this great course!

By Guillaume O

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Sep 4, 2018

Interesting course, but some example with structured data application would be appreciated.