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

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

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!).

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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2726 - 2750 of 5,100 Reviews for Structuring Machine Learning Projects

By Muhammed B

Nov 24, 2017

Great man , Great specialization course .

By Ainun N

Oct 29, 2017

Very practical advices from the trenches.

By SuperChen

Oct 24, 2017

Very insight and great course. Very nice!

By Liqun Y

Oct 2, 2017

Very helpful for improving data intuition

By Yixing Z

Sep 22, 2017

very helpful! thanks Andrew and your team

By Tibor V

Aug 27, 2017

Most useful course on deep learning ever.

By Changlin Z

Aug 25, 2017

Thanks a lot. Andrew. Really appreaciate.

By Benjamin S

Aug 22, 2017

Very good course, even that it was short!

By Arthur C

Aug 20, 2017

Most insightful course within the series.

By Edward C

Dec 16, 2020

Excellent practical real-world insights.

By Kamal K

Nov 10, 2020

it is very useful to make an ML project.

By Rajesh P

Aug 19, 2020

Great course with lot of good strategies

By Neeladri P

Aug 18, 2020

good course to learn basic ml strategies

By Akshaykumar S

Jul 20, 2020

solving case studies is great approach !


Jul 8, 2020

Very Good course about Machine Learning.


Jul 6, 2020

Very nice platform for learning in depth

By Muhammad F H

Jun 5, 2020

Excellent material and very well taught!


Apr 24, 2020

Thank you very much for so great course!


Mar 11, 2020

It gives really great practical examples

By Xiaoyan Q

Nov 5, 2019

Such a great course. I've learnt so much

By Naveen G B

Oct 19, 2019

Right course for all AI Project Managers

By 张逸辰

Sep 14, 2019

I have learnt a lot about ML. Thank you!

By Mrinmoy B

Jul 11, 2019

Another masterpiece teaching from Andrew

By Deleted A

Jul 9, 2019

Good course with sound practical advice.


Jul 4, 2019

One of the best! Definitely recommended!