Analytics Predictions for 2016
December 28, 2015
Well, there is one omission: Predictive analytics. The truth is revealed in “Top 5 Analytics Predictions for 2016.” I like the idea of focusing on five prognostications.
Here is what’s ahead in the analytics sector. Close the flap on your SAS disks:
- Machine learning is “established” in the enterprise.
- The Internet of Things “hits reality.”
- Big Data enriches modeling.
- Cybersecurity is improved via analytics.
- Analytics drives increased industry academic interaction.
A few observations.
Machine learning is a synonym for artificial intelligence and smart software. My experience is that software has included smarter functions for years. Remember Clippy? Don’t you love those disappearing options in Adobe “creative” products?
The Internet of Things remains a bit of a baffler to me. I am not sure about a smart refrigerator, but I am okay with machine tools reporting their “health” to a person who wants to keep downtime to a minimum. Unfortunately that type of IoT application is moving, just not with the pace of an intrepid millennial on the Stairmaster.
The notion of enriching modeling is interesting. The push is to make intelligence systems deliver outputs in a semi or automated fashion. Focusing on the intermediary—that is, the modeler—reminds me of the non user friendly tasks an analyst must perform before outputs are available.
On the cybersecurity front, analytics have been a major thrust for years. I assume that when one predicts the future, information about the past and what’s currently in use are not pre-requisites.
The academic industry thing is an interesting way to make clear that folks with knowledge of math, statistics, and related expertise are in short supply. Universities are in the financial services business. I am not sure their core competency is producing more math types quickly. Well, maybe the Kahn Academy can pick up the slack. C* algebras are really trivial and can be learned in a four minute video.
Quite a list.
Stephen E Arnold, December 30, 2015