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

45,345 ratings
5,165 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 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.

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.

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3176 - 3200 of 5,113 Reviews for Structuring Machine Learning Projects

By Mohamed A E M

Dec 26, 2017

Congratsm grat inshigths

By Begoña

Dec 6, 2017

Great course, as always!

By 周悦喜

Nov 4, 2017

very nice , I learned it

By Jiarui F

Oct 16, 2017

very practical knowledge

By Anastasia M

Sep 2, 2017

Just wish it was longer!

By yingyaozhou

Sep 3, 2020

Very useful strategties

By Yamf

Jun 24, 2020

I really liked this one

By Manikant R

Jun 14, 2020

Wonderfull case studies

By Oliver P

May 17, 2020

Very valuable insights!

By Menaka R

May 13, 2020

Very challenging course

By Shweta S

Apr 22, 2020

Awesome course content.

By Prashant A

Feb 14, 2020

Very informative course

By Thibault C

Nov 7, 2019

nice intuition provided

By Horia V

Oct 28, 2019

Very useful in practice

By Chris S

Jul 30, 2019

Great course.Thank you.

By Javed A I

Jul 8, 2019

One of it's kind course

By Jiayuan D

May 13, 2019

Great course to take!!!

By 吴雅君

Apr 25, 2019

Wonderful! It helps me!

By Nico F

Feb 3, 2019

Finally understood LSTM

By ryomasusan

Jan 28, 2019

this is really helpful!

By Manish N

Dec 14, 2018

very informative course

By Jiexing L

Nov 18, 2018

very helpful experience

By Minghu D

Oct 15, 2018

The class is very nice!


Sep 5, 2018

nice class by Andrew Wu

By bhawana

Aug 8, 2018

very informative course