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

4.8
stars
44,613 ratings
5,051 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

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.

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.

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3226 - 3250 of 4,997 Reviews for Structuring Machine Learning Projects

By Bogdan S

Nov 4, 2018

Practical insights!

By Romain B

Sep 12, 2018

Totally outstanding

By Yao Z

Aug 22, 2018

非常有用的的一门课,尤其是调参,那一节

By Azamat K

Aug 7, 2018

Very useful course.

By ZE H

Jul 10, 2018

Very helpful stuff!

By Saurabh, I B

Jun 13, 2018

Thank you Coursera!

By Mohamed H Y

May 8, 2018

very helpful course

By SUN H

Feb 24, 2018

Easy understandable

By Jinil C S

Feb 2, 2018

Good. Learned a lot

By Changyao C

Jan 10, 2018

Andrew is the best!

By 蜗牛爱上星星

Jan 4, 2018

从实际项目的角度讲解机器学习,很实用。

By Devashish S

Dec 11, 2017

Excellent insights!

By Eranda B

Nov 21, 2017

Professor Andrew <3

By Jin M

Oct 29, 2017

Very Good and Deep.

By Jeff W H

Oct 19, 2017

Very good insights!

By Oğuzcan Z

Oct 15, 2017

Very helpful course

By 小林Andy

Oct 8, 2017

学习到了很多之前不了解的知识,支持支持

By Cristian E M V

Oct 8, 2017

Very good lectures!

By Divyansh J

Sep 3, 2017

Best of all three!!

By linhanxiao

Aug 13, 2017

讲解了如何应用深度学习技术,感觉非常好

By Ritam C

Nov 20, 2020

thank you coursera

By Noelia E

Nov 12, 2020

Excelent course!!!

By Abdelrahman E

Sep 23, 2020

awesome strategies

By Aleksandrs Z

Sep 13, 2020

Amazing course!!!!

By Carlos L

Aug 7, 2020

Fantastic content!