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

4.8
stars
49,985 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 23, 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.

WG

Mar 19, 2019

Though it might not seem imminently useful, the course notes I've referred back to the most come from this class. This course is could be summarized as a machine learning master giving useful advice.

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2401 - 2425 of 5,729 Reviews for Structuring Machine Learning Projects

By Satyaki R

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Sep 12, 2021

Lots of helpful insights about debugging and improving ML systems.

By Hoang V

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Jun 25, 2021

Thanks so much for giving me a chance to study this amazing course

By Rodrigo N S

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Feb 3, 2021

I feel like a Deep Learning god by now. Incredible Specialization.

By Rajeev R C

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Jan 20, 2021

Great case studies, clears your concepts for better understanding.

By Rian F J

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Nov 17, 2020

The instructor explains the concepts very well. Very nice course!

By Sudheer D

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Aug 31, 2020

Got a basic understanding on distribution of training and test set

By Saimur A

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Aug 3, 2020

Another highly helpful course and look forward to the next course.

By Sahan D

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Jul 24, 2020

Superb, Must learn before you start your first deep learning model

By Harsh K

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Jun 28, 2020

Teaches some really important details that everyone should know of

By Prajwal S

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May 14, 2020

Gain much deeper understanding about debugging the neural network.

By Chetan

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Apr 22, 2020

A nice course to get essentials for your machine learning project.

By wilfried l

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Apr 11, 2020

Very interesting information to manage a machine learning project!

By Vipul G

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Mar 19, 2020

Very insightful to approaching real-life machine learning problems

By Michael D

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Jan 18, 2020

Excellent and filled in a lot of holes just like the other courses

By Reetu H

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Dec 15, 2019

Lots of real time machine learning issues discussed in the course.

By Toby K

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Nov 4, 2019

Good tips for applying DL projects in the real world. Recommended.

By giang t

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Jun 12, 2019

This course is easy to understand. I have learned many new things.

By Mohamed S R I

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May 19, 2019

Very useful content that is not taught in universities. Thank you!

By Augusto R

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May 8, 2019

Ideas that are worth gold and are very difficult to find elsewhere

By Walker J

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Mar 21, 2019

This is a LIGHT for the path of the machine/deep learning engineer

By Tran T D

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Aug 11, 2018

outstanding course again! Andrew Ng teach very easy to understand!

By Dan B

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Jul 7, 2018

I was skeptical at first but the contents of this course are GOLD!

By Gerard A

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Jun 29, 2018

Really useful with real examples, and totally practically oriented

By Jagadish K J

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Apr 21, 2018

This course is really important for any Machine Learning engineer.

By 朱耀晨

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Mar 15, 2018

Really like Andrew's lecture especially his voice so charming lol.