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

4.8
stars
49,674 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 22, 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.

MG

Mar 30, 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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2076 - 2100 of 5,692 Reviews for Structuring Machine Learning Projects

By Artem P

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Apr 25, 2018

Very useful practical knowledge, very hands-on. Not your average theory course!

By Tom N

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Apr 7, 2018

This was surprisingly harder than the more math-focused courses in this series.

By 崔倚瑞

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Jan 11, 2018

This course is helpful to me, and I can use what I learn to improve my research

By Abhishek

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Dec 11, 2017

Amazing high level overview of neural network alternate implementation options.

By Jos G

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Nov 26, 2017

Very good practical insights to help with setting up machine learning projects.

By Lucas F

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Nov 17, 2017

Wonderful Courses that will prove to be useful in my company in the near future

By Daniel S

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Nov 7, 2017

Very practical and great advice on how to run DL projects in real life. Thanks!

By Andrew F

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Oct 22, 2017

Solid informative course that goes into detail on structuring machine learning.

By Mikit K

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Oct 16, 2017

Amazing course. The materials contains ample theory and practical applications.

By Sn

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Sep 14, 2017

This is very good course, very well structured and quiz was pretty interesting.

By Mohammed S

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Feb 23, 2023

This course is just the only needed course to become a master at Deep learning

By Victor A

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Feb 13, 2022

Amazing, i like how this course focused on real life scenarios from a DL team!

By Rich

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Jan 8, 2022

Wonderful teaching, kudos to Prof. Ng for explaining the concepts so clearly!

By Vahe V

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Jun 9, 2021

Very practical and needed skills, examples taken from real-world applications!

By Toavina A

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May 4, 2021

Rare to see this kind of material in courses, but very helpful and applicable.

By Rohit M

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Jan 16, 2021

Great course to structure your thinking and achieve unrealized impact quickly.

By Manjeet P

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Nov 7, 2020

This course will give a different dimension to individuals learning ML and AI.

By Taher K

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Jul 25, 2020

This course was very instructive and I feel like a master in machine learning.

By Sepehr S

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Jun 17, 2020

Interesting course about intuition of how to manage a machine learning project

By Simon B C

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May 2, 2020

This course provided some usefull insights. Also Andrew Ng is a great teacher.

By SHAKYA S D

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Apr 23, 2020

Very well structured course on how to manage and lead a deep learning project.

By Alexandr G

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Feb 3, 2020

Great systematization of knowledge, even for people with extensive experience!

By Abhishek T

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Jan 3, 2020

Very good insights on how to chase a problem from scratch in machine learning!

By Shawn H

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Oct 5, 2019

Great class with unique content for how to best manage a deep learning project

By Brian S

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Aug 28, 2019

Excellent detail, effective quizzes, great examples, and a very clear teacher.