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

4.8
stars
49,895 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

TG

Dec 1, 2020

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

ED

Aug 22, 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.

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1601 - 1625 of 5,719 Reviews for Structuring Machine Learning Projects

By Lee C P

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Apr 23, 2019

Sincere thanks to Assoc. Prof. Andrew Ng and team for sharing the fantastic ideas about deep learning!

By Rahul K

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Feb 10, 2019

best course for gaining knowledge for dealing with project in machine learning.i found it very helpful

By David P

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Nov 1, 2018

Gained a profound understanding about the impact of train/dev/test data in the performance evaluation.

By ZHANG C

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Apr 6, 2018

Very great course. AI is the future of human, I must enter this promising area.

Thank you, Prof Andrew

By Miguel P d L

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Mar 13, 2018

A very instructive and practical course. I think it will be very useful when facing a real ML project!

By 김희묵

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Aug 31, 2024

It's a training course to help you learn how to navigate through a project when something goes wrong.

By John J V

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Jun 4, 2020

Andrew sir, you really are building confidence in me as I take deeper courses of this specialisation.

By Soham B

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Feb 16, 2020

Perfect course for your if you are looking for strategies to improve your Machine/Deep Learning model

By Yuhang L

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Jul 15, 2019

Very helpful. I have learned a lot about higher-level ideas of machine leaning / predictive modeling.

By Jenhan T

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Jun 12, 2019

Andrew Ng's lecture on these topics are really a public service. High quality content from an expert.

By Abraham K

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May 11, 2019

Andrew Ng is the best instructor in machine learning. There is no one who can explain things better.

By DOMENICO P

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Apr 18, 2019

Awesome course. I learnt a lot about strategies to structure the ML projects in a very efficient way.

By Vasileios T

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Jan 20, 2019

Really feels like you're in the driver's seat of a big deep learning team. Truly valuable experience.

By Surya P S

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Jan 16, 2019

Best course to understand the business application/Implementation in different products in workforce.

By Debasish G

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Apr 7, 2018

Real world practical examples and full of advice on how to deal with real life ML projects. Loved it.

By Bruno O

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Mar 19, 2018

It was a very interesting course, but the full specialisation is a Must have! It was awesome! Thanks!

By Hassine S

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Mar 1, 2018

Great course and useful content that is not taught anywhere, I believe.

Thank you Professor Andrew Ng.

By Jaganath B

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Nov 17, 2017

Hope the content taught in this course will take years for a person to acquire. Andrew is the best!!!

By tqch

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Aug 18, 2020

Extremely useful advice and hand-on experience from top front-line practitioners in the ML industry.

By Om R

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Jun 20, 2020

The insights are so deep it feels like actually working on a machine learning problem. Learnt a lot.

By Mauricio K N

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Apr 26, 2020

Good practical tips that it's supposed to give us deep shortcuts in order to avoid typical pitfalls.

By Bharat M

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Oct 11, 2019

This helped putting pieces together to think practical ways of looking at Machine Learning Projects.

By Collin J

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Jul 12, 2019

A course with unique and very valuable insights into building a successful machine learning project.

By Van N H P

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Apr 4, 2019

This course is amazing. These material is so unique to this course and it's hard to find else where.

By Lun Y

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Mar 6, 2019

Though it is a little bit hard for me due to lacking of first hand intuitive, I still learned a lot.