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Back to Structuring Machine Learning Projects

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

4.8
stars
50,119 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 26, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN? ?? ???? ??? ???? ???? ? ??? ???? ??? ?? ?? ???!

SB

May 7, 2020

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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3426 - 3450 of 5,746 Reviews for Structuring Machine Learning Projects

By chenchang

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Jan 21, 2018

A good summary of experience

By Jordan Y

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Dec 28, 2017

Great course, really helpful

By Niel R

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Nov 11, 2017

Good, practical information.

By Ranga P C

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Sep 24, 2017

Excellent practical learning

By Zhilei L

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Sep 4, 2017

Thanks Andrew and his group.

By Tomá? S

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Aug 28, 2017

Great course, very helpfull!

By Manish L

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Aug 26, 2017

Very informative and useful.

By Olorato M

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Aug 18, 2017

I learnt a lot from this....

By Diksha S

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Oct 21, 2023

Very helpful and insightful

By abhishek s

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Dec 28, 2022

Short but excellent course.

By Xinwen Z

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Jul 21, 2021

Very useful and practical.

By Anuj P

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Mar 7, 2021

Nice amazing study content.

By Woontak Y

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Dec 14, 2020

It was very useful! Thanks!

By kihong k

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Nov 9, 2020

thank you deeplearning.ai!!

By Mauricio M

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Jun 28, 2020

Really valuable information

By Amir D

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Jun 3, 2020

That was Awesome !!!!!!!!!!

By Vis L

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May 23, 2020

Good practical information.

By 羅翊誠

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Feb 29, 2020

great course for ML design!

By 刘雪萍

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Sep 4, 2019

I love the quizz, Thank you

By Iskra

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Jul 25, 2019

enjoyable, educative course

By Quan S

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May 29, 2019

Instructive course! Thanks!

By mvpzhao

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Nov 12, 2018

very good, thanks Andrew Ng

By Zheng T

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Jun 8, 2018

Case study is well deployed

By Aruna J

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Apr 20, 2018

Nice content, well arranged