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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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2976 - 3000 of 4,928 Reviews for Structuring Machine Learning Projects

By Trupen

Jul 13, 2020

Please refer to course 2;)

By Yash G

Jul 07, 2020

Best out of the three yet!

By Ajin J

Jun 19, 2020

information one. I like it

By Isakov A S

May 20, 2020

There were the best qiuzes

By Sunghyun P

May 11, 2020

Very practical and useful!

By Yang M

May 04, 2020

Best course in the series.

By Nguyen T H

Apr 26, 2020

Greate lessons and teacher

By Alfredo P

Nov 19, 2019

keep learning is very nice

By George T

Aug 14, 2019

Exceptionally insightful!!

By Isuru S A

Aug 02, 2019

Great course for beginners

By kindalin

Aug 01, 2019

Thank you for your lecture

By Wang Z

Jun 25, 2019

Intuitive course. Helpful.


Jun 14, 2019

really awesome course !!!!

By Hao D

Mar 21, 2019

Tricks during development!

By Ganesh P

Mar 20, 2019

Helped me in my interview!

By 杨伟

Mar 14, 2019

A Very Excellent Course!!!

By yousuf o

Mar 01, 2019

It's a very helpful course

By Zhaiyu C

Dec 28, 2018

empirical lessons, useful.

By Wenyu Z

Jul 07, 2018

Great practical knowledge!

By 李和倍

Apr 24, 2018

I need how to set up data

By Marco D V

Apr 14, 2018

Very nice error analysis !

By keshav m

Feb 11, 2018

simply the best!! loved it

By Michael M

Jan 28, 2018

Great Learning Experience!

By Sanket S K

Oct 29, 2017

Really a Flight Simulator.

By Divakant P

Oct 22, 2017

It's a really nice course!