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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

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.

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.

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2076 - 2100 of 5,718 Reviews for Structuring Machine Learning Projects

By Aarthi L S

Jun 11, 2020

Excellent Course. Gave me a good understanding of the structure of ML projects.

By Ajay B

May 24, 2020

This course was really helpful on how to structure my machine learning projects

By Upendra G

Feb 11, 2020

Very good insights which will help if you want to lead a ML/AI project/product.

By 신우석

Jan 16, 2020

Train/Dev/Test의 결과를 어떤식으로 해석해야하고, 프로젝트를 어떤 방향으로 이끌어 나가야할지 정말 자세히 알 수 있었습니다. 최고~

By Delson B d A F

Nov 27, 2019

Very interesting course for people who already work with machine/deep learning.

By Philip L

Jul 18, 2019

Really useful tips not seen elsewhere. The explanations were simple and clear.

By Akshay J

Jun 30, 2019

Great Course! Probably should not be a mandatory course in this specialisation.

By HEF

May 7, 2019

Very useful techniques you can hardly ever find in a real university classroom.

By Artem B

Jul 30, 2018

Excellent course, a lot of great practical tips for organizing the ML projects.

By Nestor H

Jun 23, 2018

Great practical course in how to structure and lay out machine learning models.

By Artem P

Apr 25, 2018

Very useful practical knowledge, very hands-on. Not your average theory course!

By Tom N

Apr 7, 2018

This was surprisingly harder than the more math-focused courses in this series.

By 崔倚瑞

Jan 11, 2018

This course is helpful to me, and I can use what I learn to improve my research

By Abhishek

Dec 11, 2017

Amazing high level overview of neural network alternate implementation options.

By Jos G

Nov 26, 2017

Very good practical insights to help with setting up machine learning projects.

By Lucas F

Nov 17, 2017

Wonderful Courses that will prove to be useful in my company in the near future

By Daniel S

Nov 7, 2017

Very practical and great advice on how to run DL projects in real life. Thanks!

By Andrew F

Oct 22, 2017

Solid informative course that goes into detail on structuring machine learning.

By Mikit K

Oct 16, 2017

Amazing course. The materials contains ample theory and practical applications.

By Sn

Sep 14, 2017

This is very good course, very well structured and quiz was pretty interesting.

By Mohammed S

Feb 23, 2023

This course is just the only needed course to become a master at Deep learning

By Victor A

Feb 13, 2022

Amazing, i like how this course focused on real life scenarios from a DL team!

By Rich

Jan 8, 2022

Wonderful teaching, kudos to Prof. Ng for explaining the concepts so clearly!

By Vahe V

Jun 9, 2021

Very practical and needed skills, examples taken from real-world applications!

By Toavina A

May 4, 2021

Rare to see this kind of material in courses, but very helpful and applicable.