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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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5326 - 5350 of 5,746 Reviews for Structuring Machine Learning Projects

By Rishav S

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Mar 19, 2025

I liked the quiz

By Vaibhav v s

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May 15, 2020

Awesome content.

By Nikhal d

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Dec 4, 2019

it's good cource

By Beibit

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Jun 26, 2019

somewhat general

By Heet S

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Jun 4, 2018

Excellent course

By Tianqiong L

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Apr 28, 2018

why no homework?

By Francois D

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Aug 5, 2020

Excellent cours

By RAMLATH K

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Jul 22, 2020

AWESOME COURSE.

By Patrick L

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Nov 6, 2019

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By 村上雅一

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May 25, 2019

日本语がないので、つらかった。

By Chandan K

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Aug 22, 2018

No Exercises :(

By Bruce M

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Mar 12, 2018

No assignments?

By Varun S (

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Sep 27, 2020

Awesome Course

By Kedar D G

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Sep 10, 2018

great insights

By eic

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Jan 10, 2018

a little empty

By ABHISHEK K G

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Nov 30, 2023

GOOD learning

By V? ? L - B

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Jul 6, 2022

Great course!

By Padmavathi

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Jun 29, 2020

thank you sir

By Abu M R

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May 15, 2020

A bit boring!

By Jamol B

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Mar 30, 2020

typos in quiz

By Ronit C

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Mar 6, 2018

Thank you! :)

By YAOCHENG

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Feb 6, 2018

希望本课能增加一些编程作业

By Manuel G A

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Dec 15, 2020

Pretty good!

By Kaiqiang W

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Jan 29, 2019

Good Course!

By Onkar P

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Apr 3, 2018

great course