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

4.8
stars
49,877 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 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.

MG

Mar 30, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

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1526 - 1550 of 5,718 Reviews for Structuring Machine Learning Projects

By Efrad G

Nov 30, 2020

very good course, teach how to overcome and knowing which direction to improve the performance of our model

By Pradipta S

May 30, 2020

It was outstanding course but if there was some programming exercise then it might be more and more useful.

By Nicole Z K

Jan 13, 2020

Great content, straightforward teaching. I really loved this training. Best of coursera I have seen so far.

By Alexandre S

Jan 6, 2020

Amazing content, really useful and straight, was very happy with the questions raised and problems exposed.

By Matt P

Dec 6, 2019

Andrew Ng is simply the best at relating a deep understanding of ML concepts to practical applications.

...

By Krishanu B

Nov 13, 2019

Very practical knowledge and advises from the Professor to make real world practical Deep Learning systems.

By Theo K

Nov 5, 2019

The quizzes were really interesting, and I thought they did a great job of introducing real-world problems.

By Nigel S

Jun 14, 2019

Another really useful course on Neural Networks that will help improve your results, and it's only 2 weeks.

By Bhaskar D

Dec 12, 2018

Excellent course. Loved the case study format - good break from the other style of the rest of the courses.

By jerome c

Nov 11, 2018

Very rare and good insights into the real problems faced and the right thinking framework to go about them.

By German N

Mar 27, 2018

I think that this course will give me help about solve problems when i work with machine learning projects.

By 김대희

Nov 14, 2017

This course teaches how to run a ML project with very practical and intimate examples I can easily imagine.

By Beilei Z

Feb 5, 2022

Love the class, I have learned so much. Andrew's class is always zero to hero experience for his students!

By NATALIA F D C M

May 4, 2021

The course is excellent, and helped me with my machine learning project. I recommend you take this course.

By PAMPOLINI M

Jan 17, 2021

Great course as the first two of the same specialization, Andrew is very clear in his teaching, as always.

By Mario L S D

Sep 27, 2020

Useful course to understand how to act when some issues appear at the moment of working with your project.

By BERETE M L

Jul 14, 2020

Ce cours était excellent car il se focalisait d'avantage sur l'aspect concret du travail de deep learning.

By Yoram F

Apr 26, 2020

Very good course

Very important insight, practical both for academia and for industry.

Thank you so much!!!

By Sami A

Oct 3, 2019

Very helpful insights from the business view of how things are running in real life data science projects.

By Jordan S

Sep 20, 2019

A great introduction to structuring projects, with a good emphasis on the proper structuring of data sets.

By Mehul

Aug 1, 2019

Getting a knack of this specialization due to the people who are involved with it,especially Andrew Ng Sir

By Hari K

Nov 27, 2018

Andrew makes the topic interesting and easy to grasp. The assignments are very well written. Great course!

By Piyush J

Jan 29, 2018

provided much needed inputs on approach to problems and strategies for improving the performance of models

By Badri T

Oct 25, 2017

Loved the course and the material. Transfer learning topic was especially helpful. Loved the case studies.