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

4.8
stars
45,317 ratings
5,160 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

AM
Nov 22, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

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!).

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3251 - 3275 of 5,105 Reviews for Structuring Machine Learning Projects

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 Abhinav M

Dec 5, 2020

Andrew is the Best!!

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

By Muhan L

Apr 3, 2020

case study is great!

By HUI Y

Oct 13, 2019

很好的课程,清楚明了,结构清晰,深入浅出