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

44,188 ratings
4,982 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 23, 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.


Jul 02, 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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3001 - 3025 of 4,930 Reviews for Structuring Machine Learning Projects

By Sanket S K

Oct 29, 2017

Really a Flight Simulator.

By Divakant P

Oct 22, 2017

It's a really nice course!

By Alexander M

Oct 08, 2017

It makes many things clear

By Jurassic

Sep 27, 2017

good source for materials.

By Avilash K

Sep 25, 2017

Slow but quite insightful.


Sep 30, 2020

i think its awesome stuff

By Steve d l C

Aug 22, 2020

excelent course as always

By Martin G M

Aug 18, 2020

The tips are wonderfull's

By Thangamari

Aug 08, 2020

Its very very nice course

By Amine

Jul 20, 2020

Very interessting course.

By Matteo D

Jul 13, 2020

Great practical insights!

By Christine C

Jun 15, 2020

awesome practical advice!

By null

Oct 13, 2019



Oct 02, 2019

Once again great content.

By Sanjay K

Oct 01, 2019

great learning experience

By Ankit B

Jul 13, 2019

Great course for everyone

By 김화겸

May 02, 2019

Andrew I love you so much

By Antonio G

Jan 31, 2019

Exceeded my expectations!

By Lokesh B

Jan 14, 2019

Great Learning Experience

By Frank Z

Oct 25, 2018

Very great class, thanks!

By Md A S

Sep 16, 2018

Awesome skill-set learnt!

By Ezequiel O A G

Aug 31, 2018

Amazing simulator course!

By jyhong

May 30, 2018

A very meaningful course!

By Junior F M

May 08, 2018

Learned a lot. Thank you!

By Luca

May 05, 2018

no coding to test theory.