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

44,188 ratings
4,982 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


Nov 23, 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.


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!).

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3476 - 3500 of 4,930 Reviews for Structuring Machine Learning Projects

By Mrwan A H M

Jul 08, 2020

Thanks a Lot

By 沈志豪

Jun 27, 2020

Good course.


Jun 18, 2020

very helpful

By shivam g

Jun 14, 2020

great course

By Shailesh K

May 17, 2020

Just awesome

By Daniel J O

May 02, 2020

Very useful!

By Mohamed B

Apr 27, 2020

Great course

By Saugat B

Apr 21, 2020

great course

By Akash K V

Apr 15, 2020

very precise

By 1DS18EC091-Sudhamshu B N

Mar 18, 2020


By Charles D

Feb 27, 2020

great course

By Tomasz Ł

Feb 10, 2020

Great course


Dec 09, 2019

Very Helpful

By Suhit S B

Sep 07, 2019

Great Course


Jul 19, 2019

great course

By 张新会

Jun 12, 2019


By Zhou D

Jun 03, 2019

very useful!

By Robin W

May 16, 2019

Great course

By Valentino C

May 16, 2019

great course

By 郑笙桦

Apr 14, 2019

Means a lot.

By Haoqiu W

Mar 31, 2019

nice teacher

By Phan H L

Mar 20, 2019

Solid course

By Richard S

Feb 27, 2019

great course

By Sarfaraz K

Jan 21, 2019

Great lesson

By David P

Jan 16, 2019

Very useful!