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

4.8
stars
49,809 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 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

ED

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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.

MG

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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.

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1926 - 1950 of 5,708 Reviews for Structuring Machine Learning Projects

By Zhiyong Z

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Feb 22, 2020

this is an amazing DL stategy following the foundamental techniques! very inspairing!

By Harshit G

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Feb 10, 2020

add some programming assignments in order to give hands on experience to the students

By Meera J K

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Dec 18, 2019

lots of learning about how to structure machine learning project. effective teaching.

By JIALIU Z

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Jun 5, 2019

This course is based on the strategies of machine learning, which are very practical.

By Alexander L

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May 16, 2019

True projects let me understand how to find the problems, how to tune a model deeply.

By Khushal M

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Mar 21, 2019

Must do course for anyone who is interested in pursuing a career in machine learning.

By Joey C

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Mar 1, 2019

This course includes some basics yet important concepts of training/profiling the NN.

By Marcelo F

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Nov 27, 2018

Andrew transfers key weights of his pretrained NN on ML Projects to you! Great Value!

By Nikhil G

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Oct 11, 2018

Incredibly useful information that will save even experienced researcher lots of time

By Kranthi

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Sep 6, 2018

Very helpful for beginners to understand the multiple scenarios in real life problems

By Thanga M

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Jul 29, 2018

The course was another excellent course in this specialization.It was highly helpful.

By Darien S

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Jul 13, 2018

useful as this is not touched in most other courses. Flight simulator is a nice touch

By Agbaeze H O

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Mar 28, 2018

Only an Experienced Machine learning person can do this. He absolutely killed it! wow

By Ramin A

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Mar 10, 2018

Loved this course! I made all of these problems and never knew why and how to fix it!

By 方伟

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Nov 8, 2017

The course gives me many ideas about how to get a neural network system works better.

By Flávio R A

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Sep 8, 2017

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

By Eldar Š

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Aug 18, 2017

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

By Shintya R R M

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Apr 22, 2021

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

By Jean-Michael B

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Dec 7, 2020

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

By Azzeddine R B

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Oct 6, 2020

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

By denglh

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Jul 16, 2020

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

By Lavakumar V

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Jul 6, 2020

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

By Shomnath S

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Jun 5, 2020

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

By Daniel H

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May 19, 2020

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

By Bany I

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Mar 30, 2020

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