Chevron Left
Back to Structuring Machine Learning Projects

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.

Filter by:

2451 - 2475 of 5,718 Reviews for Structuring Machine Learning Projects

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.

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 3, 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 7, 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 9, 2018

Very practical materials about how to structure your ML projects

By dunel s

•

Mar 22, 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

By Josee P

•

Feb 22, 2018

Very practical material that I hadn't encountered anywhere else.

By Richard S

•

Nov 27, 2017

Great insight into strategic thinking for deep learning projects

By Vanja T

•

Oct 5, 2017

Very useful insights into how a real life ML project looks like.

By Jacky L

•

Sep 16, 2017

very systematic approach to improve the machine learning process