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

4.8
stars
49,903 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

MG

Mar 30, 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.

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.

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1976 - 2000 of 5,721 Reviews for Structuring Machine Learning Projects

By PRANJAL J

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Feb 17, 2020

Nice and well taught course about the techniques of improving deep learning models.

By Mukkesh M

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Feb 15, 2020

By far the most important course of this specialization. Really wonderful insights.

By 楊惇昱

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Nov 10, 2019

Thank you. Teacher Andrew. I know using systematic methods to improve my model now.

By Ashvinee

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Sep 6, 2019

It is having a great information from starting a new project to training the model.

By Otávio G

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Aug 7, 2019

Best course about how to deal with machine learning projects decisions in practice!

By Anurag W

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Jun 10, 2019

Superb explanation by Prof. Andrew, high quality concepts explained with such ease.

By Soumyadeep D

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May 16, 2019

This is a very impressive course with practical tricks for applied Machine Learning

By Dhruv D B

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Mar 4, 2019

Very practical advice in structuring ML Projects, definitely can be put to good use

By Enrique C

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Mar 3, 2019

Excellent course, cover all related with how to evaluate a machine learning project

By Hector M L

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Sep 27, 2018

muy buen curso para planear tu proyecto al no contar con una gran cantidad de datos

By Francisco A

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Aug 2, 2018

Pretty interesting, with some basic tricks offer you a way to improve your projects

By Pandya N

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Apr 12, 2018

this course gave me lots of ideas about how to do successful deep learning project.

By Rangaraj S

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Oct 28, 2017

Learned a lot about the practical processes involved in a Machine Learning Project.

By Lorenz B

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Oct 21, 2017

Pretty interesting to know about common issues and how to detect resp. solve those.

By Brian H

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Oct 16, 2017

real life practical project experience which is probably hard to find anywhere else

By Axel S

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Sep 21, 2017

Very detailed overview, of what is important in structuring a deep learning project

By Alexander R

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Sep 6, 2017

Quick and nice way to see proper methods for working on and building correct models

By LI H

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Aug 22, 2017

Good as always. The experience from the expert should be very valuable in practice.

By Maninda E

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May 20, 2023

A great practical content taught in a very intuitive way within a very short time!

By Mukund E

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Oct 11, 2021

Very informative tips on assessing your initial model and further making progress.

By Zyro K

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Aug 18, 2021

Knowledge Impactful, gives a similar account of dealing with ML in the real world.

By Jorge R O T

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Aug 22, 2020

Very clear insight on how to approach a machine learning project in the real world

By Lien T T

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Jul 31, 2020

Very helpful on how to start my ML project and improve its performance efficiently

By Ashwini S

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Jul 5, 2020

Excellent Course, Thank you so much. Learning from experience teacher is blessing.

By Abhishek R

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Apr 30, 2020

An amazing way of delivering the subject. I whole-heartedly thank the entire team.