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

44,675 ratings
5,059 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

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.

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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2851 - 2875 of 5,006 Reviews for Structuring Machine Learning Projects

By Bassel G

Apr 8, 2019

A grate course and the grate prof.

By Chen N

Jan 19, 2019

Really inspiring, and practical :)

By Zhidan W

Nov 4, 2018

Really Helpful for future projects

By Vlad M

Sep 11, 2018

Condensed content, but invaluable!

By Mohamed E

Jul 27, 2018

great course, I have learned a lot

By sourabh p

Jul 17, 2018

Best course in this specialisation

By Qifan C

Jul 2, 2018

This course really helps me a lot!

By Ma_xan

May 22, 2018

perfect,thank you!

By Kitty Y

Jan 7, 2018

The case studies are very helpful.

By Haiyun W

Dec 4, 2017

Very practical knowledge, thanks !

By Feliu S B

Nov 13, 2017

Many concepts very well explained.

By hadxu

Oct 16, 2017

very good, and I have learnt a lot

By Ivomar B S

Oct 8, 2017

Andrew Ng just rocks, enough said!

By Milton I C C

Oct 17, 2020

Very practical and short course!!

By Suher E

Sep 4, 2020

Highly recommended, great course!

By gowthami s

Aug 20, 2020

Excellent and very very difficult

By Emrullah Ç

Aug 15, 2020

Thanks for such a valuable course

By 房硅彪

Aug 11, 2020

it has benefited me a great deal!

By Anurag N P

Jul 21, 2020

Awesome experience and knowledge.

By Shivender K

Jul 15, 2020

Really informative and fun course

By Rima

Jun 15, 2020

Extremelly helpful insights. Thnx

By Abhishek P C

May 18, 2020

It helps to improve my knowledge.

By Lovepreet S

Apr 23, 2020

Just One Thing to say --> Awesome

By Tshepiso

Apr 11, 2020

Best course of the specialisation

By Alonso O O

Apr 7, 2020

A lot of knowledge in a few weeks