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

4.8
stars
44,075 ratings
4,964 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 02, 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 31, 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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3751 - 3775 of 4,910 Reviews for Structuring Machine Learning Projects

By Tim K

Mar 13, 2018

love it

By 赵超

Mar 10, 2018

perfect

By Janzaib M

Mar 09, 2018

Great!!

By hongtao z

Feb 25, 2018

Thanks!

By vikrant s

Feb 15, 2018

awesome

By Karthik C T

Dec 15, 2017

Awesome

By 刘博

Oct 22, 2017

非常棒的课程!

By 超 宋

Oct 08, 2017

amazing

By 黄顺亮

Sep 30, 2017

有用的实战策略

By Qian H

Aug 23, 2017

Awesome

By Ahmed E

Mar 15, 2020

thanks

By 曹世朋

Nov 03, 2019

谢谢吴老师!

By taeha k

Aug 21, 2019

Good!!

By Mohamed E E D

Aug 10, 2019

thanks

By Santiago G

Apr 09, 2019

Great!

By Sergio L M

Mar 28, 2019

Great!

By Akash G

Feb 05, 2019

thanks

By EL-KADDOURY M

Dec 21, 2018

thanks

By wangshunji

Sep 20, 2018

useful

By YOLOV3

Aug 28, 2018

Thanks

By Goodorc

Aug 09, 2018

go on.

By sachin

Jun 15, 2018

bumper

By Sreenivasulu B

Apr 02, 2018

Great!

By Stephen E

Jan 11, 2018

Unique

By Zhaoxia Q

Oct 29, 2017

Great!