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

48,891 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


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!).


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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5176 - 5200 of 5,576 Reviews for Structuring Machine Learning Projects

By Kai Z

Dec 27, 2017

Good introduction

By Vaibhav v s

May 15, 2020

Awesome content.

By Nikhal d

Dec 4, 2019

it's good cource

By Beibit

Jun 25, 2019

somewhat general

By Heet S

Jun 4, 2018

Excellent course

By Tianqiong L

Apr 28, 2018

why no homework?

By François D

Aug 4, 2020

Excellent cours


Jul 22, 2020


By Patrick L

Nov 6, 2019














By 村上雅一

May 25, 2019


By Chandan K

Aug 21, 2018

No Exercises :(

By Bruce M

Mar 11, 2018

No assignments?

By Varun S (

Sep 27, 2020

Awesome Course

By Kedar D G

Sep 10, 2018

great insights

By eic

Jan 10, 2018

a little empty

By Vũ Đ L - B

Jul 6, 2022

Great course!

By Padmavathi

Jun 29, 2020

thank you sir

By Abu M R

May 15, 2020

A bit boring!

By Jamol B

Mar 29, 2020

typos in quiz

By Ronit C

Mar 6, 2018

Thank you! :)


Feb 6, 2018


By Manuel G A

Dec 14, 2020

Pretty good!

By Kaiqiang W

Jan 29, 2019

Good Course!

By onkar p

Apr 3, 2018

great course

By Fazni f

Sep 21, 2021

best course