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Back to Structuring Machine Learning Projects

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

4.8
stars
50,041 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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2351 - 2375 of 5,736 Reviews for Structuring Machine Learning Projects

By Yi X C

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Oct 27, 2018

Well designed quizzes and simple explanation. Great for practitioners

By Abdur R M

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Oct 18, 2018

Awesome course providing good guidelines to improve the ML algorithm.

By Hichem M

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Sep 16, 2018

Great course .. honestly these tricks are a must have !! thank you !!

By Shuangqi

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Jun 28, 2018

Learned a lot about choose the correct metric and do error analyzing.

By 許天明

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Mar 30, 2018

Very helpful real machine learning project insights from this course.

By Imran Y

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Feb 11, 2018

Extremely useful practical information which you don't find in books!

By Filip V

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Feb 6, 2018

Really great insights from an experienced practitioner! Thanks Andrew

By sunaram p

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Jan 26, 2018

I bet this course is going to be pretty helpful for me in the future.

By Guruprasad S

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Jan 14, 2018

So many useful tips for practical machine learning and deep learning.

By Younng-Jin K

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Jan 13, 2018

Good Deep Learning course in the sense of how to carry out a project.

By Ravi K

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Dec 21, 2017

Great practical tips and systematic approaches taught. Thanks Andrew!

By Diego M

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Nov 23, 2017

Great approach to problem solving strategy, beyond the technicalities

By Ahmed A E

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Nov 16, 2017

wonderful way to approach incomplete, incorrect, non homogeneous data

By Murad O

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Nov 9, 2017

No coding but a great run over the many basic but important concepts.

By Max R

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Nov 5, 2017

Great course - unfortunately no programming exercises in this course.

By Anil H

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Sep 14, 2017

Great insights and solutions to solve real world deep learning issues

By Qin W

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Sep 10, 2017

Thank you Andrew and you give me more sense of building a ML project.

By Ahmed M

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Oct 13, 2021

very good and focusing on some concepts that may take years to learn

By Pratik M

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Aug 16, 2020

This course taught me how to tackle the problems in machine learning

By Tanay A

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Jul 2, 2020

This course is by far one of the most valuable lessons I've ever had

By Yevhen D

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Jun 27, 2020

Nice course. Really useful practical knowledge. Thank you, Andrew Ng

By Asim K

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Mar 16, 2020

The most interesting of all. Practice questions are very insightful.

By Han G

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Dec 11, 2019

Excersise is quite good and efficient to apply all knowledge learned

By Julian O G

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Jul 14, 2019

Conocimiento muy útil para estructurar proyectos de machine learning

By wadigzon D

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Dec 14, 2018

excellent overview of best practices when organizing your ML project