Chevron Left
Back to Structuring Machine Learning Projects

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

4.8
stars
45,317 ratings
5,160 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

AM
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.

JB
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!).

Filter by:

3126 - 3150 of 5,106 Reviews for Structuring Machine Learning Projects

By Christine C

Jun 15, 2020

awesome practical advice!

By null

Oct 13, 2019

这门课经验很多,等后面集中实践的时候值得再回来看看

By ABHISHEK K

Oct 2, 2019

Once again great content.

By Sanjay K

Oct 1, 2019

great learning experience

By Ankit B

Jul 13, 2019

Great course for everyone

By 김화겸

May 2, 2019

Andrew I love you so much

By Antonio G

Jan 30, 2019

Exceeded my expectations!

By Lokesh B

Jan 14, 2019

Great Learning Experience

By Frank Z

Oct 25, 2018

Very great class, thanks!

By Md A S

Sep 16, 2018

Awesome skill-set learnt!

By Ezequiel A G

Aug 31, 2018

Amazing simulator course!

By jyhong

May 30, 2018

A very meaningful course!

By Junior F M

May 8, 2018

Learned a lot. Thank you!

By Luca

May 5, 2018

no coding to test theory.

By Tanapat R

Apr 15, 2018

Thank you for this course

By Sergio A

Apr 8, 2018

Very practical. Not hard.

By Ronnie S

Apr 1, 2018

Great practical knowledge

By Saurabh P

Feb 17, 2018

This one helped me a lot.

By Sanchit

Nov 19, 2017

Loads of practical stuff!

By Ariful I M

Oct 31, 2017

I liked the case studies.

By Aman D

Sep 8, 2017

Great Practical knowledge

By Manaranjan p

Sep 5, 2017

Extremely practical tips.

By ravi v

Sep 3, 2017

Awesome practical advice.

By HAMZA Y

Oct 23, 2020

Great instructive Course

By Unnat T

Sep 25, 2020

good learning experience