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

4.8
stars
45,255 ratings
5,152 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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3801 - 3825 of 5,099 Reviews for Structuring Machine Learning Projects

By Jagannadha P N

May 30, 2019

Excellent

By Aru

May 22, 2019

very good

By Payne Y

May 12, 2019

excellent

By shwetha

May 2, 2019

Very good

By mprc_liu

Apr 19, 2019

very good

By Sebastian J M

Apr 14, 2019

excelletn

By 林业雄

Feb 13, 2019

very good

By SUHAIL H

Dec 18, 2018

Amazing!!

By Yusri D H

Dec 16, 2018

enjoyable

By 谢宇敏

Nov 24, 2018

I like it

By zhuziye

Nov 19, 2018

excellent

By Yousef E

Oct 28, 2018

Thank you

By bryant03

Sep 25, 2018

very good

By kluas

Sep 25, 2018

very good

By Pintu K

Sep 19, 2018

Excellent

By Al T

Aug 30, 2018

excellent

By Stefan N

Aug 21, 2018

Loved it!

By John G

Aug 5, 2018

Practical

By Mohamed D

Aug 2, 2018

thank you

By Giuseppe N

Jul 9, 2018

Well done

By 罗成毅

Jun 7, 2018

Tank you.

By Sasikumar G

May 18, 2018

Excellent

By 尹子龙

May 1, 2018

I like it

By Ryan H

Apr 30, 2018

Excellent

By 张子昂

Apr 26, 2018

The best.