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

4.8
stars
50,039 ratings

About the Course

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice
decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize
strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing
human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning. This is also a standalone course for
learners who have basic machine learning knowledge. This course draws on Andrew Ng’s experience building and shipping m...
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Top reviews

WG

Mar 18, 2019

Though it might not seem imminently useful, the course notes I've referred back to the most come from this class. This course is could be summarized as a machine learning master giving useful advice.

ED

Aug 22, 2020

Excellent start for digging into topics that are not taught nowhere else. The author books 'Machine Learning Yearning' is a great next read that goes deeper in some of the aspects, really recommended.

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1951 - 1975 of 5,736 Reviews for Structuring Machine Learning Projects

By Flávio R A

Sep 8, 2017

Awesome unique material. Tks Andrew Ng and team for sharing such valuable experience!

By Eldar Š

Aug 18, 2017

Very useful. Using deep learning project flight simulator was interesting experience.

By Shintya R R M

Apr 22, 2021

This course gives me guidance, tips and tricks to deal with problems in ML projects.

By Jean-Michael B

Dec 7, 2020

Great to get the theory behind development and building of models and address errors

By Azzeddine R B

Oct 6, 2020

A real outstanding course. Thank you professor, Coursera and Depp Learning AI teams.

By denglh

Jul 16, 2020

Nice course. Learned a lot! Thank you for the whole team which provided this course!

By Lavakumar V

Jul 6, 2020

Thank you so much. It is an excellent topic and very good at making me undestand it.

By Shomnath S

Jun 5, 2020

These course is awesome. I want more courses on deep learning projects in practical.

By Daniel H

May 19, 2020

Really impressed with the end of week quizzes. Lectures as clear as usual. Thank you

By Bany I

Mar 30, 2020

Scenarios really force you to think through the different outcomes of each decision.

By Marshall

Feb 13, 2020

Very interesting case study-based quizzes that made me think about the new material.

By Shilin G

Jul 21, 2019

very useful videos and quizzes. just the end2end part is less in-depth than I hoped.

By Charles Z

Mar 28, 2019

it's more valuable for troubleshooting of underfitting and overfitting in practice

By Jun W

Nov 6, 2018

Nice overview of things you need to consider before starting and during ML projects.

By Tina

Jul 19, 2018

the advice of dealing with data distribution and transfer learning are very helpful!

By madhumita.behera@gmail.com

Apr 16, 2018

this gives more insite to real world dl problems and also how to handle them as well

By Parallel

Apr 14, 2018

This course gives me many practical advices which help me to build a useful DL model

By shubham a

Apr 8, 2018

very detailed and practical course on how to start building a deep learning project.

By Qing C

Apr 2, 2018

More generalized information to address realsitic issues when using machine learning

By Jitender S V

Jan 6, 2018

Wow, i didn't thought about these problems. Thanks for this course. It helped a lot.

By Galley D

Dec 2, 2017

Excellent course with very practical tips on project management for Machine Learning

By Deleted A

Oct 19, 2017

Good course about topics that aren't often covered in other online learning classes.

By VEMULAMANDA S K P V

Oct 1, 2017

Now i learnt how to structure my data for reaching human level accuracy and above :)

By Muhammad A K

Aug 31, 2017

Fantastically delivered lectures and learning-full quiz's to give a deep intuition..

By Quan T H

Aug 31, 2022

A great course helps me to understand how to structuring Machine Learning projects.