Machine Learning Enterprise Adoption Roadmap

Be it the core of their product, or just a component of the apps they use, every organization is adopting machine learning and AI at some level. Most organizations are adopting it an ad hoc fashion, but there are a number of considerations—with significant potential consequences for cost, timing, risk, and reward—that they really should consider together.

That’s why I developed the following framework for organizations planning to adopt machine learning or wanting to take their existing machine learning commitment to the next level.

machine learning adoption roadmap preview
click to enlarge

 

Define: Identify opportunities to adopt machine learning solutions in every part of your organization.

Does your organization have well-defined problems that can be solved using machine learning? Continue reading “Machine Learning Enterprise Adoption Roadmap”

Machine Learning / AI roundup for last week

optometrist
Photo by Markus Spiske on Unsplash

There’s  much new goodness on the interwebs since my last machine learning and artificial intelligence roundup post (only 2 weeks ago). This isn’t by any means comprehensive, but take a quick skim and see if there’s anything you missed that’s relevant to you.

Business Uses

Recruiting / Hiring / HR: Video: Predictive Analytics for Hiring in 5 Minutes (Koru co-founder Josh Jarrett presenting at New Tech Seattle, August 8, 2017) – I saw this one live. Josh is a good presenter and the promise of his product is intriguing.

Sales: 3 Ways AI Is Upending the B2B Sales Experience (Seismic CEO Doug Winter, Entrepreneur.com, August 14 2017) – Useful overview from an industry insider.

Healthcare: Google’s Machine Learning Looks to Improve Predictions in Health Care (Dan Ochwat, H&HN.com [Hospitals & Health Networks], August 8 2017)

Energy: Google enters race for nuclear fusion technology (Damian Carrington, The Guardian, July 25 2017) – This is the first time I heard the phrase “Optometrist Algorithm”—the machine learning makes suggestions to the humans, who choose Continue reading “Machine Learning / AI roundup for last week”

It’s An AI (and Machine Learning) Thing

tabulator
Photo by Andrew Branch on Unsplash

AI and Machine Learning in Business and Education

I decided to share some links to a few of my favorite (mostly recent) articles and videos about #AI, aka artificial intelligence, and #ML, aka machine learning, in a post here. If anyone wants to submit additions, feel free to contribute in the comments below.

Recent overview articles about AI / Machine Learning

The Business of Artificial Intelligence / What it can — and cannot — do for your organization (Erik Brynjolfsson & Andrew McAfee, Harvard Business Review, July 2017)

Building machines that learn and think like people (Josh Tenenbaum, O’Reilly Artificial Intelligence, June 28 2017)

Video: Three Ways Businesses Use Artificial Intelligence (Tom Davenport with Allison Ryder, MIT Sloan Management Review, July 24 2017)

Continue reading “It’s An AI (and Machine Learning) Thing”