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

4.8
stars
50,110 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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5301 - 5325 of 5,743 Reviews for Structuring Machine Learning Projects

By Jedrzej P

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Apr 29, 2018

Good and very useful :)

By Spike Y

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Nov 8, 2017

希望老师能够提供编程作业，使得知识理解更加深刻

By Zihao Z

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Aug 13, 2020

还是缺少数学的部分，对于大学生来说缺乏挑战性

By yuichi k

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Jul 2, 2020

内容は良いが、日本語訳がほぼないので苦労した

By Xuanhao Z

•

Feb 16, 2019

Not that useful for me

By Deleted A

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Jul 18, 2018

could be more concise.

By HUMBERTO T

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Nov 16, 2020

Intense deep learning

By Jeffrey D

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Mar 25, 2020

Maybe a bit too easy?

By Sai V M

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Jun 26, 2020

Good but theoritical

By Sanika A

•

May 19, 2019

loved this course...

By Abdullah E D

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Sep 10, 2018

there is high level.

By Lucas B

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Mar 12, 2018

Good, but so short!

By Sandeep M

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Oct 17, 2017

Not enough practice

By Josh B

•

Apr 3, 2024

enjoyed the course

By Ashutosh Y

•

Sep 10, 2021

informative course

By Roberto G

•

Mar 15, 2020

practical but slow

By Leigh W

•

Sep 11, 2018

Lots of good tips.

By 杨帅

•

Oct 22, 2017

no coding no happy

By Brian S

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Sep 27, 2017

Needs More Content

By MING L

•

Apr 17, 2019

很多经验之谈,值得时不时回来看看.

By Pete H

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Nov 19, 2018

如果可以有编程练习那么效果就更好了

By Jesus R Q

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Jan 7, 2018

Important course.

By Kai Z

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Dec 27, 2017

Good introduction

By Rishav S

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Mar 19, 2025

I liked the quiz

By Vaibhav v s

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May 15, 2020

Awesome content.