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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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2301 - 2325 of 5,709 Reviews for Structuring Machine Learning Projects

By Harshit s

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Sep 16, 2020

Again Andrew Ng did amazing job explaining this concept in simple way.

By Pedro V

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Jun 11, 2020

Is a good course that will give you more tools to use in deep learning

By Roger M

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Apr 16, 2020

Great course! It was really helpful to understand high level concepts!

By Emin T

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Apr 1, 2020

Great course with very valuable advice from the experience of a profi!

By gayatri l

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Jan 25, 2020

Clear Concepts where to use which technique to get better performance.

By Habibur M

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Jan 19, 2020

Thank you for all teachers. You give me a new perspective of learning.

By Deleted A

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Aug 25, 2019

It is very good to learn it and I will keep learning the next cousera.

By Nithin

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Oct 24, 2018

Lot of practical knowledge on neural network and preparing data for it

By Federica N

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May 3, 2018

Very useful. Gives great understanding of some more complex scenarios!

By Cooper

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Mar 23, 2018

Although this micro course is the shortest one, I still learned a lot.

By Wenhao Z

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Feb 11, 2018

Very good and useful experience on building machine learning projects.

By Peter X

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Jan 26, 2018

Good to learn more about how to tailor your machine learning projects.

By karan m

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Jan 6, 2018

Gives very good practical advice on implementing and debugging models.

By T. F

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Dec 20, 2017

The courses in this specialization seem to just get better and better!

By Juan A

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Oct 24, 2017

Content is really good, needs some editing corrections but that's all.

By Shyam S K (

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Oct 16, 2017

This will save you a lot of time and structure projects the smart way.

By Chaitanya D

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Oct 10, 2017

Well structured and awesome content !! Assignments are really awesome.

By Chandra P U

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Oct 8, 2017

Great course to improve deep learning (and machine learning) practise.

By Joel O

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Oct 2, 2017

Absolutely insightful as usual!!! I'm very happy this course was made!

By David A S

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Sep 27, 2017

This course is great. Really applied examples and real world quizzes.

By Ahmed M

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Sep 20, 2017

I really liked this course. Thanks a lot for the team who prepared it.

By David W

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Sep 9, 2017

great! I got so much more and deeper further on deep learning. Thanks.

By Yi F

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Aug 15, 2017

Very insightful and practical strategies for machine learning projects

By Ali S

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Jan 9, 2021

Recommended course for everybody in DL era, So many thanks to Prof.NG

By Gauransh S

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Oct 24, 2020

gave me insights of how to modify your errors and get better accuracy