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

4.8
stars
49,661 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

AM

Nov 22, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

JB

Jul 1, 2020

While the information from this course was awesome I would've liked some hand on projects to get the information running. Nonetheless, the two simulation task were the best (more would've been neat!).

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2101 - 2125 of 5,692 Reviews for Structuring Machine Learning Projects

By Dr. H Y

Aug 19, 2019

The course is great! The problems and solutions are clearly and easily stated.

By borja v

Aug 19, 2019

Top deep learning heroes! Top strategic machine learning managemment projects!

By Raj S

Mar 31, 2019

It was a good idea to place this course in the middle of a neural network flow

By Tarun M

Feb 24, 2019

Really interesting and informative session. Will keep going with more lessons.

By Navnit K

Dec 4, 2018

Nice and challenging Quizzes with flight simulators . Absolutely loved them :)

By Tuan L

Nov 21, 2018

It is a great course, highly recommended for those who wants to work in the AI

By rashid a

Mar 20, 2018

Really gives you systematically built strategies to structure your ML projects

By Gao Y

Feb 25, 2018

This course is about the real life decision need to make. Nice assignment too.

By Raşit A

Jan 6, 2018

Practical strategies to be used for improving the performance of the ML model.

By vishnu v

Nov 27, 2017

Very helpful course, something which is usually not taught in typical courses.

By Sandip P

Sep 19, 2017

Really helpful. Gives a good overview of how ML projects should be structured.

By 王特

Aug 29, 2017

虽然我还没有接触过大型的算法项目,但是提前了解这些一流的技巧,在以后应该会有大的帮助!!看过一个上过这个课的一个公司里的项目负责人都说这一课的帮助很大!!!

By Navneet

Aug 18, 2017

Assignments would have been made this course more challenging and interesting.

By George S

Jul 2, 2022

Excellent, helps me learn to systematically analyze a deep learning project.

By ESMAT H Z

Apr 24, 2022

Perfect!!! Thank you very much for providing me with such a valuable course.

By Maya S

Sep 5, 2020

An amazing course! well taught and with great explanations

Thank you very much

By Miguel A C F

Aug 4, 2020

It's a nice course, I learned a lot of important tips to apply in ML projects

By Tiago W

Aug 4, 2020

This course is very relevant both for newcomers and for the more experienced!

By PRASHANT M

Jul 23, 2020

A must-do course after learning the basic implementation of Machine Learning.

By Manoj T

Jul 7, 2020

It was so nice to get the idea of how to manage the Machine Learning Project.

By Sai G B A

May 1, 2020

This course thought me hoe to sequence a ML model. I really like this course.

By AUFFRET G

Apr 24, 2020

Great practical information and first hand feedback on ML project management.

By Ilya K

Apr 16, 2020

Some additional insights on how to approach real-life cases in deep learning.

By Juan P J A

Mar 21, 2020

Very practical advice that can be readily applied to take every day decisions

By Nitish S

Oct 18, 2019

Got useful insights on how to approach solving a problem using deep learning.