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

44,705 ratings
5,063 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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3551 - 3575 of 5,009 Reviews for Structuring Machine Learning Projects


Jul 18, 2019

great course

By 张新会

Jun 12, 2019


By Zhou D

Jun 3, 2019

very useful!

By Robin W

May 16, 2019

Great course

By Valentino C

May 16, 2019

great course

By 郑笙桦

Apr 14, 2019

Means a lot.

By Haoqiu W

Mar 31, 2019

nice teacher

By Phan H L

Mar 20, 2019

Solid course

By Richard S

Feb 26, 2019

great course

By Sarfaraz K

Jan 20, 2019

Great lesson

By David P

Jan 16, 2019

Very useful!


Jan 4, 2019

Good Course.


Dec 2, 2018

Great course

By 杜忠莲

Nov 11, 2018

Many thanks!

By Zhuoli X

Oct 30, 2018

great course

By Michael P

Sep 7, 2018

Good insight


Aug 27, 2018

Good course!

By Zheng Z

Aug 26, 2018

Very helpful

By Ayush K

Jul 31, 2018

Nice course.

By 郑烨

Mar 17, 2018

nice course!

By Jacob H

Mar 13, 2018

Great course

By aka 大

Feb 24, 2018

thanks a lot

By Joel G

Feb 15, 2018

Great course

By Pedapati M S R

Jan 22, 2018

Good Course.

By 李赫

Jan 13, 2018

awsome class