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

4.8
stars
50,112 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 25, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN을 실제 적용할때 반드시 이해하고 적용해야 할 실질적 내용들로 구성된 멋진 코스 입니다!

TW

Jul 16, 2019

I am glad I took this class. There are a lot of things think about with respect to structuring your M/L project. Fortunately, it is not as mysterious as people often claim...but it is very nuanced.

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5601 - 5625 of 5,743 Reviews for Structuring Machine Learning Projects

By Qu S

•

Nov 18, 2018

感觉前几个课程还行，到这章有点水了。。。（我不是说这部分知识不重要，但是也太少了吧）

By 苏僮

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Aug 15, 2021

There's no assignments to practise now :(

By Liam A

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Jun 14, 2019

Kinda boring, but still pretty practical.

By Daniel N

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Jun 19, 2020

Would have liked to have some exercises.

By Carl-Etienne C

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May 16, 2020

Not enough hands-on (coding) assignments

By Anh N

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Dec 29, 2017

The concepts are difficult to understand

By Nico A

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Jul 9, 2019

not as interesting as the other courses

By Sifal K

•

Dec 6, 2022

Could have more quizzes, but thanks!

By Toon W

•

Apr 30, 2018

Not enough real programming examples.

By PRATHEES K S 1

•

Feb 26, 2021

Week 2 was difficult to understand

By Aptha G

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Jul 23, 2018

need some practical implementation

By 成萧何

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Mar 27, 2019

programming assignment is needed.

By Gaurav M

•

Jun 13, 2018

It could be little shorter module

By Sergey A

•

Sep 18, 2017

Too short and not enough practice

By Pablo A

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Mar 1, 2020

Good introduction, a bit basic

By Michael N

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May 2, 2018

Okay, but lacks practicality

By Zhao Y

•

Jan 28, 2018

Not much useful information.

By Alban S

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Dec 8, 2017

A lot of video badly edited.

By Abhijeet M

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Jul 7, 2019

Informative but too short

By Fengxin Y

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Sep 10, 2017

not that useful i thought

By Francesc C F

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Aug 28, 2017

I missed the coding parts

By SUPARNA C

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Dec 18, 2019

understood little bit

By 邹存安

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Jan 8, 2019

可能是偏向实际应用，对我理论方向的帮助很少

By 禹宏康

•

Dec 10, 2018

讲道理这么课内容有点少，而且有点空....

By Pratik C

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Nov 5, 2017

Very Theoretical !!