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

4.8
stars
50,120 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鈥檚 experience building and shipping many deep learning products. If you aspire to become a technical leader who can set the direction for an AI team, this course provides the "industry experience" that you might otherwise get only after years of ML work experience. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

Top reviews

MG

Mar 31, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

YP

Jul 26, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN鞚� 鞁れ牅 鞝侅毄頃犽晫 氚橂摐鞁� 鞚错暣頃橁碃 鞝侅毄頃挫暭 頃� 鞁れ鞝� 雮挫毄霌る 甑劚霅� 氅嬱 旖旍姢 鞛呺媹雼�!

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1851 - 1875 of 5,746 Reviews for Structuring Machine Learning Projects

By Marco M

鈥�

Jan 31, 2020

Very good insights about how to optimize and debug real world deep learning applications.

By Murali M C

鈥�

Oct 9, 2019

Andrew explained the concepts well and provided so many tricks and tips to resolve issues

By Renzo B

鈥�

Sep 26, 2019

Very helpful and insightful. I will apply it in structuring my machine learning projects.

By Brendan F

鈥�

Sep 4, 2019

Really insightful course on parts of the ML process I would not have thought to look into

By Dmitry K

鈥�

Aug 25, 2019

Excellent course, that teaches to think like a deep learning researcher and practitioner.

By Toi D V

鈥�

Mar 26, 2019

It is very intuitive and will help to accelerate the development progress in real project

By Mike I

鈥�

Mar 10, 2019

Excellent guide on how to get operations started correctly and keeping on the right track

By Shriharsha K

鈥�

Dec 22, 2018

Lectures were really helpful because they were very inclined towards real world problems.

By Mike R

鈥�

Mar 24, 2018

Less technical than other classes in the series, but a good class for rounding out skills

By Deleted A

鈥�

Jan 15, 2018

This is an excellent course, it offers tips that can only be achieved through experience.

By Krishna W

鈥�

Dec 27, 2017

Great course that gives a feel of what it is to work on a long term deep learning project

By Milo C

鈥�

Oct 12, 2017

Very nice class ! It's very helpful for people to process real deep learning application.

By Venkat K

鈥�

Sep 29, 2017

This course is great - probably more useful than the other two but harder to get through.

By Quentin T

鈥�

Sep 12, 2017

Excellent course, and very informative. You will not find this information anywhere else.

By Mohamed K

鈥�

Oct 2, 2024

Valuable insights for developing a more effective strategy to drive AI projects forward.

By Craig P

鈥�

Jul 28, 2022

so useful, really helps to understand how to improve Deep learning models in production!

By isaac g

鈥�

Apr 1, 2021

This is probably the most important course in terms of real-life applications, good job.

By Peter L

鈥�

Jan 12, 2021

Andrew continues to provide excellent tutorship and explain through concepts wonderfully

By Luis C R B

鈥�

Dec 28, 2020

It gives a lot of insight and new tools to develop successful machine learning projects

By Luis F S B

鈥�

Sep 16, 2020

deterministic key-points to analyze when handling machine learning projects. Excellent!

By KirAN J

鈥�

Jul 29, 2020

This course give a good idea on the problems a company or team may face on a ML project.

By Ram J

鈥�

Jul 2, 2020

great course, it gives great intuitions about how to structure machine learning problem

By Richard D

鈥�

May 27, 2020

Excellent Insight into some very useful topics while building some practical ML systems.

By Juan I C

鈥�

Nov 24, 2019

Como siempre, Andrew es muy claro en la explicaciones. El contenido del curso excelente.

By Shahriyar R

鈥�

Oct 13, 2019

Nice study cases, with real life scenarios helped me understand the flow of ml projects.