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

45,329 ratings
5,162 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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4726 - 4750 of 5,107 Reviews for Structuring Machine Learning Projects

By Abdullah E D

Sep 10, 2018

there is high level.

By Lucas B

Mar 12, 2018

Good, but so short!

By Sandeep M

Oct 17, 2017

Not enough practice

By Roberto G

Mar 15, 2020

practical but slow

By Leigh W

Sep 11, 2018

Lots of good tips.

By 杨帅

Oct 22, 2017

no coding no happy

By Brian S

Sep 27, 2017

Needs More Content

By Ming L

Apr 17, 2019


By Gorden

Nov 19, 2018


By Jesus R Q

Jan 7, 2018

Important course.

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