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

4.8
stars
44,735 ratings
5,069 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

TG
Nov 29, 2020

I learned so many things in this module. I learned that how to do error analysis 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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2951 - 2975 of 5,013 Reviews for Structuring Machine Learning Projects

By Patrick L

Dec 25, 2018

helpful a lot to my ML career.

By Laurence C

Nov 24, 2018

Fascinating strategic insights

By Subham T

Jul 14, 2018

Amazing course on case studies

By Xue W

Mar 7, 2018

感谢老师!干货满满,机器学习策略的讲解使我有了更系统的认识。

By 王鹤鸣

Feb 15, 2018

Great Tutorial. Thanks, Andrew

By Juan F R L

Feb 15, 2018

Great course, would recommend.

By Dharmik g

Jan 7, 2018

Great Course and great quizzes

By Tiago M

Nov 17, 2017

The simulator is really great!

By Alexandre E

Nov 14, 2017

great course, love the insight

By Ethan

Oct 3, 2017

do help a lot! Thanks Andrew!

By PAVITHRA B

Aug 2, 2020

Very interesting course on ML

By Jebin R

Jul 14, 2020

Great to learn ML strategies.

By A_03_Gauri G

Jul 11, 2020

Proper guidance in short time

By Suyash C

Jun 10, 2020

Short, but very meaningful :)

By Naveen S P

Apr 2, 2020

It's an Excellent Experience!

By 芃維 陳

Oct 20, 2019

Pretty good with case studies

By Ignacio E

Oct 16, 2019

Excellent videos and material

By Mohammad M K

Sep 26, 2019

Best Course I have ever taken

By 刘磊

Sep 5, 2019

第一次学习,感觉受益匪浅,以后遇到问题还会回头再复习一遍。

By Atefeh S

Aug 25, 2019

That was awesome thank you :)

By Avaneesh

Jul 22, 2019

it was pretty good experience

By Johan R

Jul 12, 2019

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By Chima E

Jun 14, 2019

This course was very helpful.

By Aman W

Apr 30, 2019

Clearly explained everything.

By Amir K

Jan 25, 2019

Great Advice - very practical