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

48,958 ratings

About the Course

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning. This is also a standalone course for learners who have basic machine learning knowledge. This course draws on Andrew Ng’s experience building and shipping many deep learning products. If you aspire to become a technical leader who can set the direction for an AI team, this course provides the "industry experience" that you might otherwise get only after years of ML work experience. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

Top reviews


Dec 1, 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.


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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3426 - 3450 of 5,585 Reviews for Structuring Machine Learning Projects

By David S

Mar 19, 2021

Great practical insights.


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 8, 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 2, 2019

Once again great content.

By Sanjay K

Oct 1, 2019

great learning experience

By ankit b

Jul 13, 2019

Great course for everyone

By 김화겸

May 2, 2019

Andrew I love you so much

By Antonio G

Jan 30, 2019

Exceeded my expectations!

By Lokesh B

Jan 14, 2019

Great Learning Experience

By Jerome Z

Oct 25, 2018

Very great class, thanks!

By Md A S

Sep 16, 2018

Awesome skill-set learnt!

By Ezequiel A G

Aug 31, 2018

Amazing simulator course!

By jyhong

May 30, 2018

A very meaningful course!

By Junior F M

May 8, 2018

Learned a lot. Thank you!

By Luca

May 5, 2018

no coding to test theory.

By Tanapat R

Apr 15, 2018

Thank you for this course

By Sergio A

Apr 8, 2018

Very practical. Not hard.

By Ronnie S

Apr 1, 2018

Great practical knowledge

By Saurabh P

Feb 17, 2018

This one helped me a lot.