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

44,741 ratings
5,070 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 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.

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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3401 - 3425 of 5,014 Reviews for Structuring Machine Learning Projects

By Muhammad U B I

Sep 4, 2019

Exceptional (y)

By Ikenna P A

Aug 23, 2019

Very Educative.

By Tristan S

Aug 10, 2019

Very Insightful

By Moaz M T

Jun 26, 2019

Just fantastic!

By 刘盾盾

May 29, 2019


By Ganesh c

May 18, 2019

Really loved it

By 杨涛

May 5, 2019

It is very good

By Arun R

Apr 3, 2019

Amazing it was.

By Sunji

Dec 25, 2018

Very practical!


Nov 4, 2018

Must Do course!

By Akash C

Oct 13, 2018

Awesome course!

By Noureddine B

Sep 27, 2018

Just excellent!

By Francisco P

Sep 19, 2018

Gran contenido.

By abhishek

Sep 10, 2018

It was great :)

By Terry Z

Sep 6, 2018

I love this one

By Franklin W

Jul 17, 2018

Great insights!

By Inderjeet S

Jun 13, 2018

Awesome course.

By Peter.Jiang

Apr 1, 2018

without Chinese

By Roman I

Feb 6, 2018

Awesome course.

By Tian Z

Jan 26, 2018

Pretty helpful!

By Jürgen R

Dec 22, 2017

Awesome course!

By Chirag S

Nov 11, 2017

Amazing course.

By Roberto S

Nov 8, 2017

Very Thoughful!

By Siddhartha J

Nov 2, 2017

Great course !!

By Maheedhara S A

Oct 5, 2017

Exciting so far