Over a million developers have joined DZone.

The 3 Types of AI Applications [Video]

DZone's Guide to

The 3 Types of AI Applications [Video]

Learn from the author of The Sentient Enterprise what's going on around the world in AI today and what the three core types of AI applications are.

· AI Zone ·
Free Resource

Bias comes in a variety of forms, all of them potentially damaging to the efficacy of your ML algorithm. Read how Alegion's Chief Data Scientist discusses the source of most headlines about AI failures here.

The broad theme of the lectures I'm signposting this holiday season is the reality of AI today. The first lecture featured a discussion from Rodney Brooks on what AI and robotics can and cannot do.

The second in the series features Professor Tom Davenport, co-founder of the International Institute for Analytics, a fellow of the MIT Initiative on the Digital Economy, and a senior advisor to Deloitte Analytics.

He recently published a book called The Sentient Enterprise, which analyzed 160 real-life AI projects from companies around the world to explore just what AI was doing today. His research identified three core types of applications, but I won't spoil things by revealing what they are. Instead, watch his discussion of his findings below.

Check out the other two posts in this series below:

Your machine learning project needs enormous amounts of training data to get to a production-ready confidence level. Get a checklist approach to assembling the combination of technology, workforce and project management skills you’ll need to prepare your own training data.

ai ,automation ,analytics ,ai applications

Published at DZone with permission of

Opinions expressed by DZone contributors are their own.

{{ parent.title || parent.header.title}}

{{ parent.tldr }}

{{ parent.urlSource.name }}