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

45,667 ratings
5,207 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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3251 - 3275 of 5,151 Reviews for Structuring Machine Learning Projects

By Mexson F

Jun 8, 2018


By Arash A

Apr 2, 2018

Practical and concise.

By Andres S

Mar 25, 2018

Great insight. Thanks!

By Zhao B

Feb 4, 2018

Very excellent course.

By Caleb J R T

Feb 2, 2018

Simulators are amazing

By 丁宁

Dec 4, 2017

An outstanding course!

By Jesus I G R

Nov 17, 2017

A very valuable course

By Jorge C

Oct 14, 2017

GREAT practical tips !

By Lingjian K

Sep 24, 2017

Andrew Ng is the best!

By Kevin W

Aug 29, 2017

A really great course!

By Rohit S P

Feb 11, 2021

very promising course

By Nhat M L

Dec 10, 2020

Very useful knowledge

By Sugat B D

Sep 28, 2020

Thank You sir Andrew.

By Tư P M

Sep 6, 2020

It was really helpful

By Kirthikka

Jun 14, 2020

Greatly useful course

By Vivek S

Jun 6, 2020

Very intuitive course

By Anup B

May 11, 2020

Good course for DL NN

By Ishan K k

Apr 8, 2020

Amazing unique course

By Sathvik B

Mar 29, 2020

useful info not found

By bammidi s K

Jan 6, 2020

very effective course

By Marouane T

Sep 26, 2019

astonishing of course

By Siniša B

Aug 25, 2019

Thank you, Andrew Ng!

By Jose Á P L

Aug 18, 2019

Muy bien estructurado

By Chien D

Aug 18, 2019

Very excited exercise

By Aditya S

Aug 10, 2019

Very important course