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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

NI

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Awesome course as always. The course teaches real world practical aspects of how to get started and navigate in the real world projects. The guidelines are actual learnings from years of experience.

SB

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This course gave some very useful tips on how to start with a Machine learning project when I was struggling to do so. It also gave useful information about error analysis and data set distribution.

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3076 - 3100 of 5,714 Reviews for Structuring Machine Learning Projects

By Ammar T

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Mar 11, 2020

It gives really great practical examples

By Xiaoyan Q

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Nov 5, 2019

Such a great course. I've learnt so much

By Naveen G B

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Oct 19, 2019

Right course for all AI Project Managers

By 张逸辰

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Sep 14, 2019

I have learnt a lot about ML. Thank you!

By mrinmoy b

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Jul 11, 2019

Another masterpiece teaching from Andrew

By Deleted A

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Jul 9, 2019

Good course with sound practical advice.

By Bharathi A

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Jul 4, 2019

One of the best! Definitely recommended!

By Ravish R

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Apr 1, 2019

Nice course for getting a feel of error.

By Yuan L

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Mar 4, 2019

very practical and well organised course

By Guru S

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Nov 18, 2018

Very informative course. Appreciate it !

By Akhil K

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Sep 29, 2018

Flight Simulator exercises helped a lot!

By Rama K P

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Aug 18, 2018

Excellent insight on setting up projects

By Vincent L

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Jul 10, 2018

It's pretty theoretical but good to know

By Hardik A

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Jun 16, 2018

very informative for practical scenarios

By 张若驰

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May 2, 2018

thanks for providing the amazing courses

By Tieu L M

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Apr 2, 2018

Invaluable recommendations from experts.

By Siarhei K

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Mar 25, 2018

Few issues with video recording process.

By Devyesh T

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Jan 27, 2018

The most important course in the series.

By 王宇晟

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Jan 1, 2018

thanks andrew! this class help me a lot！

By Ola A

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Oct 14, 2017

Very helpful course. Thank you very much

By XUAN T P

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Sep 5, 2017

Great course. Waiting for next 2 courses

By Avinash D

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Dec 23, 2021

Andrew NG sir, you changed my life!!!!!

By Cristy S

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May 12, 2021

Great advices to improve any ML project

By Maria V

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Jan 10, 2021

Pure gold for the practical side of ML!

By Kush S

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Jul 8, 2020

Easy to understand egs & clear concepts