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

4.8
stars
44,636 ratings
5,053 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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3176 - 3200 of 5,000 Reviews for Structuring Machine Learning Projects

By Nguyen T N T

Jan 3, 2019

Andrew Ng is awesome!

By Deepa K

Dec 26, 2018

great course as usual

By Renjie T

Nov 30, 2018

Great Course! Thanks!

By XUXIONGXIAO

Sep 26, 2018

Thank you! Andrew Ng!

By Sixing Y

Sep 20, 2018

Thanks doctor Andrew!

By hiyouga

Sep 11, 2018

A very useful course!

By joey0571

Aug 21, 2018

Great Job! Andrew NG!

By DaesooLee

Jun 15, 2018

I love the professor.

By Antonio V

Mar 31, 2018

Excellent Information

By 振荟 王

Mar 27, 2018

really worth studying

By pooja v

Mar 18, 2018

Extraordinary course.

By Joseph H

Feb 24, 2018

good experience share

By k s k t

Jan 17, 2018

Really nice Insights.

By 伯安 张

Nov 20, 2017

了解了很多方法论,指导遇到问题思考的方向。

By Brendan M

Nov 12, 2017

Great course content!

By Jonatan A

Oct 19, 2017

Excellent and useful!

By KuanTing C

Sep 21, 2017

Practical and useful.

By Ivan S

Sep 19, 2017

Great practical tips!

By Gustau F E

Sep 14, 2017

Approach true cases !

By Yunxiang L

Sep 3, 2017

上完这门课收获很大,吴恩达老师的讲的非常赞

By nitin b

Aug 25, 2017

Excellent one again !

By Raakesh S

Jun 26, 2020

Really a good course

By praveena

May 22, 2020

Very nice and thanku

By Dhruvkumar K

May 7, 2020

thats what i need is

By Sachin N

Apr 19, 2020

Lot of good coceptts