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

4.8
stars
49,985 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

Aug 23, 2020

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.

JB

Jul 2, 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!).

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2176 - 2200 of 5,729 Reviews for Structuring Machine Learning Projects

By Zikun T

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May 29, 2022

Good course, I learnt quite a lot about structuring a deep learning project

By Dela C F S (

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May 5, 2021

Superb! This has a lot of content and advice for creating your ML Projects.

By Darren S

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Mar 12, 2021

Great Course. I learned a lot about ML projects. Lots of really great tips!

By Gerardo A S

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Dec 5, 2020

Very practical and complete course with knowledge to apply in everyday life

By Abhra M

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Sep 11, 2020

very important working tricks and tips for the actual implementation of DNN

By Md E M

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Apr 9, 2020

Andrew is super human! Please offer a course on Reinforcement Learning too.

By Payam M

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Jan 26, 2020

Well organized and lots of great practical information. Highly recommended.

By Moses T

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Jan 23, 2020

Excellent paradigmn foundation to approach advanced system of deep learning

By Joerg A

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Nov 30, 2019

Was immediately helpful with assessing and improving an ongoing ML project!

By Aliia R

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Jul 25, 2019

Very informative.

Simple "hacks" to ml project management and understanding.

By Archit A

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Jul 20, 2019

Comprehensive and must do course for diagnosing the machine learning system

By Radoslaw R

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Apr 13, 2019

Structuring and benchmarking your overall understanding of ML / AI projects

By eren a

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Feb 28, 2019

Great experience we could leverage from our instructor, Andrew.

Thanks a lot

By Matthew T

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Feb 19, 2019

Interesting and short course with a lot of advice about setting up projects

By Carina L

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Feb 15, 2019

I think this especially useful when getting into a real deep learning team.

By Matthew C

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Jun 20, 2018

Probably the only course out there of its kind. Well-structured and unique.

By LiJia

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Jun 3, 2018

I like this class very much, I can learn very fast here, thank your effort.

By Alex H

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May 8, 2018

Very useful practical tips, but the quizzes could have been more demanding.

By Jie Y

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Apr 23, 2018

Best ML practical advice worth many years of experience. Thank you, Andrew!

By sai k

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Apr 20, 2018

Very Good course in developing and structuring projects in Machine Learning

By Akbar N

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Mar 31, 2018

Unique material that you cannot find anywhere if you're in leadership role.

By Jitendra M

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Mar 9, 2018

Very nice insights on how to assess your ML algorithm using error analysis.

By Ivan A

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Jan 11, 2018

Good explanation for challenges about structuring machine learning project.

By Dragan A

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Nov 20, 2017

great information on where to focus depending of the project circumstances!

By Dhaval D

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Nov 13, 2017

This is amazing course and gives great insights to Deep learning strategies