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

4.8
stars
49,658 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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2426 - 2450 of 5,692 Reviews for Structuring Machine Learning Projects

By Papitha C

Jun 11, 2020

Best learning experience ever! Thank you so much Prof Andrew Ng.

By Mehregan K

Oct 18, 2019

You need to know these tips if you want to make a good algorithm.

By Amir

Sep 20, 2019

Excellent course, specially for for ML product managers and leads

By Peter v D

Sep 8, 2019

Very informative for a non-AI professional ... I am a tax lawyer.

By Raghu N

Jul 19, 2019

Excellent course that helps in understanding nuances of ML design

By Parag S

Jun 27, 2019

It good course to understand the basic models in machine learning

By Mahesh

Nov 12, 2018

Great practical experience, which we wouldn't have got otherwise.

By Julien B

Jul 8, 2018

Excellent. Les quizz sont particulièrement réussis dans ce cours.

By Lanchen S

Feb 11, 2018

I hope there are some programming assignments for me to practice.

By Evgeniya B

Jan 6, 2018

This course have a lot of theory. I wish we can do more projects.

By Girish T

Oct 14, 2017

A lot of practical insights - the flight simulators were helpful.

By Yin-Wu C

Sep 21, 2017

Lots of experience is learned from this course. Great. Thank you.

By 赵鹏举

Sep 15, 2017

This course is very useful and include a lot of engineering tips.

By Indah S R

Jul 14, 2022

I feel this course is very useful and supports my future career.

By Sang N T

May 1, 2022

Very helpful to understand strategy for machine learning project

By Sounak B

Jun 20, 2021

wonderful course cant be found anywhere these strategic concepts

By charles b

Mar 13, 2021

Maravilloso me ayudo a entender mucho mejor la estructuras de DL

By Sri R

Nov 22, 2020

Good course. But there is no practical assignments to write code

By piyal s

Sep 27, 2020

It was a good one. I am looking forward to doing more like this.

By Mauricio O G

Aug 31, 2020

Andrew Is really a great teacher and one that loves what he does

By Priyanshu T

Apr 29, 2020

Great course on practical approaches for deep learning problems.

By Zhe W

Apr 5, 2020

Very practical knowledge for deep learning in real applications!

By David S

Nov 4, 2019

It's a short course, but with a lot of good information and tips

By Haoming Y

Oct 26, 2019

Very useful course! I really like the case study in the homework

By YC X

Jun 10, 2019

Easy to understand. The professor is very professional and nice.