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Learner Reviews & Feedback for Structuring Machine Learning Projects by deeplearning.ai

4.8
stars
42,141 ratings
4,730 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

JB

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!).

AM

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.

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3401 - 3425 of 4,683 Reviews for Structuring Machine Learning Projects

By Yanxiang Y

Nov 01, 2018

Fantastic!

By 刘锡明

Sep 05, 2018

very good!

By Vinay A

Aug 27, 2018

Fantastic.

By Xuhaoshen

Aug 07, 2018

非常宝贵的实战经验!

By Zlyyuan

Jul 13, 2018

thumb up !

By xiehuateng

Jun 26, 2018

so good!!!

By Chika O

Jun 09, 2018

Best ever!

By huangzhuo

May 14, 2018

very good!

By codeit

May 02, 2018

Excellent!

By 张超溢

May 02, 2018

excellent!

By Imran I

May 01, 2018

Excellent.

By Abdulmajeed M K

Apr 20, 2018

Excellent!

By Boubacar S D

Apr 11, 2018

good class

By Matthias P

Apr 05, 2018

Excellent!

By Rohan K

Mar 27, 2018

Great job!

By Ran B

Mar 13, 2018

thank you!

By 郑毅腾

Mar 02, 2018

excellent!

By Zito R

Feb 27, 2018

Excellent!

By Matthew A

Feb 26, 2018

Fantastic!

By Francisco A M

Feb 22, 2018

Excelente!

By Bruno A d S

Jan 20, 2018

Nice work!

By Michael M

Jan 12, 2018

Excellent!

By chenzzh

Dec 28, 2017

very nice.

By Jeff X

Dec 08, 2017

我要打6星,太有用了

By Joris D

Dec 02, 2017

Very good!