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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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3451 - 3475 of 5,100 Reviews for Structuring Machine Learning Projects

By Merwin F

Sep 10, 2017

Excellent course

By Bob K

Sep 5, 2017

Excellent course

By satish

Aug 28, 2017

Very practical .

By 王凯

Aug 22, 2017

very interesting

By Vidanalage M D D M

Dec 13, 2020

This is amazing

By Md. T K

Jul 13, 2020

Nice but short.

By Gokulakannan S

Jun 23, 2020

Splendid course

By Deny S B A

Jun 21, 2020

Awesome Materis


May 18, 2020

feel great.! :)

By Qamar A

Apr 25, 2020

Really helpful.

By Yuqicheng Z

Feb 11, 2020

super wie immer

By Ranjeet R

Jan 10, 2020

good case study

By Vineet T

Dec 18, 2019

Very insightful

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!