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

4.8
stars
50,033 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

WG

Mar 19, 2019

Though it might not seem imminently useful, the course notes I've referred back to the most come from this class. This course is could be summarized as a machine learning master giving useful advice.

MG

Mar 31, 2020

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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2426 - 2450 of 5,736 Reviews for Structuring Machine Learning Projects

By Tran T D

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Aug 11, 2018

outstanding course again! Andrew Ng teach very easy to understand!

By Dan B

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Jul 7, 2018

I was skeptical at first but the contents of this course are GOLD!

By Gerard A

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Jun 29, 2018

Really useful with real examples, and totally practically oriented

By Jagadish K J

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Apr 21, 2018

This course is really important for any Machine Learning engineer.

By 朱耀晨

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Mar 15, 2018

Really like Andrew's lecture especially his voice so charming lol.

By Sajid H

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Mar 6, 2018

Amazing to learn new technique to move faster in the project life.

By sornpon w

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Feb 4, 2018

how can i complain about this great it's short and sweet as always

By Vincent F

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Jan 27, 2018

Very useful introduction to how to manage a deep learning project.

By Aman G

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Jan 24, 2018

EXCELLENT!! Great examples to explain really important concepts!!!

By Liu Y

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Jan 23, 2018

I from china, and I already study the courses from study.163.com.

By Mathias B

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Dec 30, 2017

Great tips and insights on everything surrounding the actual work.

By Ashish B

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Aug 26, 2017

fantastic material. Not covered in any other courses I have taken.

By Yunfan W

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Aug 20, 2017

Very practical and helpful! Thanks for providing such nice course!

By Amit K c

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Nov 2, 2024

It is one of the most important courses for all ML practitioners.

By Manuel Á S Á

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Aug 12, 2021

I really liked the contents of the course, they seem very useful.

By Fuad A

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Oct 31, 2020

Very nice, interesting and Informative Course, Thanks prof Andrew

By Catalina C

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Sep 9, 2020

Thank you for this course, very useful in the professional field!

By Victor W

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Jul 10, 2020

I learned a lot of think about error and how to do error analysis

By Ashish K

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Jul 1, 2020

The best course, I have seen. So much to learn in just two weeks.

By Papitha C

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Jun 11, 2020

Best learning experience ever! Thank you so much Prof Andrew Ng.

By Mehregan K

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Oct 19, 2019

You need to know these tips if you want to make a good algorithm.

By Amir

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Sep 20, 2019

Excellent course, specially for for ML product managers and leads

By Peter v D

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Sep 8, 2019

Very informative for a non-AI professional ... I am a tax lawyer.

By Raghu N

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Jul 19, 2019

Excellent course that helps in understanding nuances of ML design

By Parag S

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Jun 27, 2019

It good course to understand the basic models in machine learning