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

4.8
stars
50,112 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

YP

Jul 25, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN을 실제 적용할때 반드시 이해하고 적용해야 할 실질적 내용들로 구성된 멋진 코스 입니다!

TW

Jul 16, 2019

I am glad I took this class. There are a lot of things think about with respect to structuring your M/L project. Fortunately, it is not as mysterious as people often claim...but it is very nuanced.

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2826 - 2850 of 5,743 Reviews for Structuring Machine Learning Projects

By Badie T

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Oct 14, 2022

Very interesting personalities. Very funny team:D

By aitor s

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Feb 2, 2022

Nice! One of the most useful course of the program

By Sabana G

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Apr 3, 2021

more case study and explaining the choices in them

By צבי נ

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Mar 16, 2021

Important course! The others worth less without it

By ARPITA M

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Aug 27, 2020

very qualitative information is provided thank you

By ANURAG A J

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Jul 12, 2020

Really helpful to better structure the ML projects

By Anton I N B

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Jun 12, 2020

Great course with practical machine learning tips!

By Muhammad A

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May 15, 2020

Very intuitive lectures and mind sharpening quizes

By Raeed A

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May 14, 2020

Amazing course and instructor, very well explained

By Noel J

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Apr 13, 2020

Best deep learning course for any AI practitioner!

By KARAN T

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Apr 13, 2020

Great advice for working on practical ML projects.

By Alexandre F

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Jan 21, 2020

useful insights into how to deal with a DL problem

By Dmytro P

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Oct 8, 2019

Great insights from the industry for the beginners

By Michael C

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Jul 4, 2019

Another excellent course that I enjoyed immensely.

By Pedro R

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Jun 25, 2019

Very good content quality and challenging quizzes.

By Rich T

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May 27, 2019

Really a good overview for how to manage a project

By Tati H

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Feb 3, 2019

well designed and taught! thank you good people!!!

By Sanjeev U P

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Apr 23, 2018

Good practical advice on how to approach projects.

By Stephen W

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Feb 17, 2018

great as all other course in this specialization !

By Zamirbek A

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Jan 18, 2018

very helpful insights. loved the ML pilot projects

By Xingtong L

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Jan 14, 2018

This is one of the best courses I have ever taken!

By Desigan P

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Dec 13, 2017

Pearls of wisdom in this course. Excellent course!

By Ling L

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Nov 11, 2017

great info, can apple to other ML project as well.

By Salvador

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Nov 3, 2017

The simulations were very useful, good job Andrew.

By Ayush S J

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Feb 7, 2024

Great coverage of content.Thanks Team Coursera!!!