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

4.8
stars
49,877 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

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.

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.

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1451 - 1475 of 5,718 Reviews for Structuring Machine Learning Projects

By Michael S

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Jan 3, 2018

I cannot say how much I appreciate Andrew sharing his approach with us. It has helped me immensely in my career.

By Andrés T

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Aug 15, 2020

Importante este curso para poder entender los retos que se puedan presentar en la vida real en proyectos de AI.

By Hαsίβυπ R

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Jul 18, 2020

Great and very helpful course and again i wanna give another hats off to my most favorite Instructor Andrew Ng.

By KARTHIK P

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Jul 15, 2020

It is a great course for those who want to learn how to analyse and save time doing error analysis on DL models

By Niklas T

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Jun 10, 2020

Very interesting course with lots of helpful advices from Andrew Ng how to structure and organize a DL project.

By VINAY S

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May 22, 2020

A great course to get insight into dealing with the outcomes of a machine learning project.

Thank you very much.

By Mohammed E

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Apr 7, 2020

This course is extremely important because it learns you how to plan and formulate your deep learning projects.

By Ronald C

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Mar 29, 2020

One of the very few courses that teaches how to improve the performance of machine learning models in practice.

By Marcel B

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May 9, 2019

Sometimes a little to repetitive, but great insights and these flight simulators are NIIIICE. Really well done.

By Pratik K

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Feb 28, 2019

Really great course, would recommend every machine learning student as well as professional to enroll for this.

By Manpreet M

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Jan 30, 2019

Very well presented. The strategies given are helpful in deciding how to approach any machine learning project.

By Brian ( B

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Nov 9, 2018

learning strategic thinking of managing a machine learning project and some tips on performing model diagnosis.

By jaylen w

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Oct 18, 2018

Great courses to help ML engineers to better master how to structure their ML projects nicely and scientificly.

By Johnathan C

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Sep 11, 2018

Really useful information about how to structure your projects, based on what kinds of data you have access to!

By Fernando A

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Jul 25, 2018

This is an amazing course for people that are just starting with neural networks and for advanced learners too.

By Shrey P

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Jun 22, 2018

Great course for learning the practical aspects of deep learning. Homework assignments are particularly useful.

By Yashveer s Y

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Jun 11, 2018

This course mainly focus on those people who are working in industry out there but also good for beginners too.

By Soumya B

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Mar 5, 2018

The course covers a lot of interesting angles in designing a ML project. The assignments are thought provoking.

By Wei Y

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Jan 23, 2018

A lot of instruction on model set up experience, especially helpful for new students starting on a new project.

By Amar g

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Oct 12, 2017

Great explanation by Andrew NG. Very much detailed points which can be helpful in any machine learning projects

By Hide M

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Sep 17, 2017

it is really practical lesson.

Nothing like this is in the internet !!

Thank for me taking this kind of lessons.

By Pawel M

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Aug 24, 2017

Excellent course, giving a good sense of strategic and more systematic thinking about Machine Learning Projects

By Allan C

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Aug 3, 2022

Andew Ng is outstanding and inspiring professor. These courses bring out the joy of mastering Deep Learning.

By Hieu N T

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Nov 29, 2020

The assignments are surprisingly interesting! Can't wait for more useful and insightful courses like this one.

By Sasanko S G

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Sep 12, 2020

Basic of structuring a Machine Learning project, which is required to everyone before starting a project work.