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

4.8
stars
50,145 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 25, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN을 실제 적용할때 반드시 이해하고 적용해야 할 실질적 내용들로 구성된 멋진 코스 입니다!

EM

Jul 7, 2020

I think this is the best way of understanding the models we build and train. Now I can understand where are the errors are coming from and how to focus and choose an error rate problem to solve.

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1876 - 1900 of 5,750 Reviews for Structuring Machine Learning Projects

By Dev I

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Oct 13, 2019

Nice study cases, with real life scenarios helped me understand the flow of ml projects.

By Wenyu S

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Jul 31, 2019

Thank you! I feel excited that I can pass to next courses about cnn and sequential data.

By IK O

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Jul 30, 2019

An invaluable guide on practical issues to consider when shaping deep learning projects.

By pochadri a

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Feb 1, 2019

awesome learning on how to handle various challenges that arise out of machine learning.

By Dipan M

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May 28, 2018

This course has many practical insights that are rarely found in books or other courses.

By Le K H P

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Dec 20, 2017

Very good advices for applying DL. It's hard to learn about these tricks and approaches.

By Shawn R

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Dec 12, 2017

Great course. the material is pretty unique. It is rare to find this other literatures

By Al F

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Nov 25, 2017

This was a very useful course for learning the process of building deep learning systems

By Ester H

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Nov 13, 2017

Very interesting content and a new perspective on thinking about problems; good quizzes.

By Wei W

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Sep 1, 2017

Great course again, very practical and intuitive way to organize a deep learning project

By Richard S

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Aug 26, 2017

Very concrete guidance for designing deep learning projects as well as analyzing errors.

By Mohannad R

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Apr 8, 2025

doesn't add that much knowledge if you already took the machine learning specialization

By beomseok l

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Mar 12, 2023

Very interesting and insight-giving lecture. I love it. Thanks Andrew and other people.

By Rene A D P

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Jan 4, 2023

pretty good theory bases, i liked it. rather than just knowing concepts you apply them.

By Haikal A

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Apr 20, 2021

This is very good course for sharpen the strategy before do ML projects! Thanks Andrew!

By Ralapalli S N M B

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Dec 21, 2020

Practical advices for a machine learning project. Simulator quizzes are extremely good.

By Pedro d T M

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Jul 8, 2020

Very exciting course! A less technical than the previous ones, but yet very magnifying!

By Pratik H

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Jul 2, 2020

I got much help from this course in proceeding further with my machine learning project

By Annie S

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May 25, 2020

Really useful lectures to establish my mindset for solving problems using deep learning

By Mohd A

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Apr 24, 2020

Nicely Explained how to overcome certain problems while making a brand new ML projects.

By Kaveen J

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Apr 15, 2020

It was phenomenal. It would have been better if it had a little bit of programming too.

By Aakash a

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Apr 11, 2020

Amazing course !!! It has some really good and practical methods to improve the models.

By Alok V

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Mar 12, 2020

Very helpful and gets a clear idea on how ML teams working on optimization of DL Models

By Pawan D

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Jan 8, 2020

Cannot thank Andrew Ng for these courses, simple, easy to understand and very practical

By Ravi M R

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Nov 2, 2019

I'm IT business analyst. Glad to have taken this course.One word Sir, Amazing insights.