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

4.8
stars
44,693 ratings
5,059 reviews

About the Course

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and is drawn from my experience building and shipping many deep learning products. This course also has two "flight simulators" that let you practice decision-making as a machine learning project leader. This provides "industry experience" that you might otherwise get only after years of ML work experience. After 2 weeks, you will: - Understand how to diagnose errors in a machine learning system, and - Be able to prioritize the most promising directions for reducing error - Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance - Know how to apply end-to-end learning, transfer learning, and multi-task learning I've seen teams waste months or years through not understanding the principles taught in this course. I hope this two week course will save you months of time. This is a standalone course, and you can take this so long as you have basic machine learning knowledge. This is the third course in the Deep Learning Specialization....

Top reviews

JB
Jul 1, 2020

While the information from this course was awesome I would've liked some hand on projects to get the information running. Nonetheless, the two simulation task were the best (more would've been neat!).

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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4626 - 4650 of 5,009 Reviews for Structuring Machine Learning Projects

By Jedrzej P

Apr 29, 2018

Good and very useful :)

By Spike Y

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

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

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 Wenliang L

Jul 18, 2018

could be more concise.

By HUMBERTO T

Nov 16, 2020

Intense deep learning

By Jeffrey D

Mar 25, 2020

Maybe a bit too easy?

By Sai V M

Jun 26, 2020

Good but theoritical

By Sanika A

May 19, 2019

loved this course...

By Abdullah E D

Sep 10, 2018

there is high level.

By Lucas B

Mar 12, 2018

Good, but so short!

By Sandeep M

Oct 17, 2017

Not enough practice

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

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 Gorden

Nov 19, 2018

如果可以有编程练习那么效果就更好了

By Jesus R Q

Jan 7, 2018

Important course.

By Kai Z

Dec 27, 2017

Good introduction

By Vaibhav v s

May 15, 2020

Awesome content.

By Nikhal d

Dec 4, 2019

it's good cource

By Beibit

Jun 25, 2019

somewhat general

By Heet S

Jun 4, 2018

Excellent course