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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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1351 - 1375 of 5,718 Reviews for Structuring Machine Learning Projects

By 任玉武

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Mar 16, 2018

Thanks for your help to make me have the chance to know more about deep learning and ML.Thank you(all of the workers)!

By Tuan N

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Nov 16, 2017

This course focuses more on the design concept for machine learning and sometimes the videos are quite long to follow.

By Qi Z

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Oct 18, 2017

Good course, help to understand how to tune your deeplearning networks, a guide to improve your deeplearning networks.

By Sebastian A Y P

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Sep 13, 2017

More of like a business mindset applied to DL projects. Really useful to understand DL from this scope and perspective

By Chaofan H

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Sep 3, 2017

Very instructive on how to build a real-world machine learning project. He gave a lot of useful tricks and strategies.

By nidhir b

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Sep 23, 2020

because of their various flight simulators, have helped a lot in understanding the various concept of deep learning .

By Amandeep S

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Apr 21, 2020

Great overview of how to access performance and create a workflow for the ML projects. Easy to understand concepts :)

By Jiani S

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Feb 28, 2020

This course is more concerning about the strategy, it is helpful for implementation under the complex neural network.

By Vishal Y

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Sep 26, 2018

These interviews at the end are really insightful thanks for doing a little extra effort. Very happy with this course

By Jair G

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Aug 15, 2018

For me this is a continuation of the last course. Very useful to get a broad understanding of deep learning projects.

By Junheng Z

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Jan 27, 2018

It is all about though to deep learning. No code-task but still is more important. Is is all bout real-world solution

By Youdinghuan C

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Dec 31, 2017

This is a short and sweet set of lectures that provides insightful guidelines about machine learning / deep learning.

By Eric

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Dec 13, 2017

A good introduction for discussing the details about how to think while designing a machine learning related project.

By Yonas T

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Oct 31, 2017

Again another excellent course. Thank you Andrew Ng and team and also the vibrant community of students in the forum.

By yuji w

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Oct 6, 2017

This part is about the real world experience with AI. I go through the couse 2 times to learn all these widom of AI.

By Muhammad I

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Aug 3, 2023

This course will enable you to go strategically while designing a machine learning systems for a particular problem.

By Muhammad I

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Sep 4, 2022

Its a great course. Highly recommended to you if you are trying to find your way into the relam of Machine Learning.

By Patrick M

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Nov 15, 2021

Wonderful course on developing strategies to bring your machine learning project to a succesful conclusion. Thanks!

By Adinda F G

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Feb 15, 2021

The instructor gives a understandable languages. He could make a complicated things into a simple things. Thank you!

By Paulo R I d L

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Dec 21, 2020

Conteúdo extremamente aplicável a realidade do mercado de trabalho. Faz um ótima conexão entre "teoria" e aplicação.

By Nikos R

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Dec 18, 2020

I believe it is essential for every Machine Learning practitioner, twice so if he intends to user it professionally.

By Gomez R

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Jun 1, 2020

It is rare to find courses where real life problems are shown and explained. I learned a lot from this small course!

By Pranjal T

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Apr 10, 2020

Really liked the course materials,the assignments were really close to the real world scenario and quite relatable.

By Dariusz D

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Dec 22, 2018

it's great, everything explained clearly and intuitively, but featback from programming assigment would be better :)