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

4.8
stars
50,119 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

YP

Jul 26, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN? ?? ???? ??? ???? ???? ? ??? ???? ??? ?? ?? ???!

SB

May 7, 2020

This course gave some very useful tips on how to start with a Machine learning project when I was struggling to do so. It also gave useful information about error analysis and data set distribution.

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3351 - 3375 of 5,746 Reviews for Structuring Machine Learning Projects

By 王海峰

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Feb 29, 2020

this course is very interesting

By Bahalul K

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Nov 8, 2019

it is very helpful to my career

By Joshy J

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Oct 8, 2019

Great Course. Highly recomended

By Heath W

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Jul 20, 2019

Great Operational Level course.

By Kelvin G

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Mar 29, 2019

Andrew NG impressive. As always

By 罗家伟

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Jan 29, 2019

在网易学过一遍，已经第二遍学了，实在讲的太好了，深入浅出！！！

By 胡杰

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Jul 27, 2018

非常棒，这个课程提供了很多吴恩达的长期经验，是书本上学不来的！

By Jianbin L

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Jan 19, 2018

no projects in this course. Bad

By 王卓

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Aug 31, 2017

helpful strategies and advices!

By Arkan N

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Oct 7, 2022

this course has great insight!

By ROHIT B

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Dec 1, 2021

best ever .thanks to ANdrew ng

By Daniel V

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Jul 8, 2021

So much structure !!! Love it!

By Tuan N M

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Apr 7, 2021

Great Explanation by Andrew Ng

By Ibadurrahman

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Dec 21, 2020

nice lectures, very insightful

By Gaurav K

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Oct 26, 2020

very good standard of teaching

By Abhishek P G

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May 30, 2020

effective learning thanks alot

By SYED A G S

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May 20, 2020

Proving worthy. Great learning

By beka g

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May 17, 2020

It was most fun week for me!!!

By behnoud s

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Oct 18, 2019

thanks you and your colleagues

By 翁瑶

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May 12, 2019

I have learned more.Thank you!

By Pengyuan L

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Dec 26, 2018

helpful a lot to my ML career.

By Laurence C

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Nov 24, 2018

Fascinating strategic insights

By Subham T 1

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Jul 15, 2018

Amazing course on case studies

By Xue W

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Mar 8, 2018

感谢老师！干货满满，机器学习策略的讲解使我有了更系统的认识。