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

4.8
stars
49,985 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 23, 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.

WG

Mar 19, 2019

Though it might not seem imminently useful, the course notes I've referred back to the most come from this class. This course is could be summarized as a machine learning master giving useful advice.

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2451 - 2475 of 5,729 Reviews for Structuring Machine Learning Projects

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 14, 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 28, 2020

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

By Mauricio O G

Sep 1, 2020

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

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.

By Muhammad H B K

Apr 2, 2019

It was an amazing experience. Thankyou Professor Andrew and Team

By Chong M T

Mar 9, 2019

Provides good intuition on how to structure deep learning models

By Juan A

Mar 4, 2019

Masterpiece. Very accurate and very demanding course . Congrats.

By Yash S

Feb 9, 2019

very helpful in knowing what to do at what stage of your project

By Advait P

Sep 16, 2018

Probably the most important course of the specialization so far.

By Future H

Sep 8, 2018

Excellent course with very useful techniques of machine learning

By Krzysztof O

Sep 2, 2018

Thank you Andrew for this magnificent course and specialization.

By Haitao C

Aug 12, 2018

I think this courser is very useful in machine learning practice

By XIAO N (

May 10, 2018

Very practical materials about how to structure your ML projects

By dunel s

Mar 23, 2018

the dl project more like a data project then a software project.

By Eftychios V

Mar 5, 2018

Very good guidelines on how to set up you deep learning projects