BLOGS

The Black Arts of Machine Learning

As I outline in the Machine Learning Field Guide, the concept of Machine Learning arose from interests in having machines learn from data. The industry has seen cycles of stagnation and resurgence in machine learning/AI research since as early…

Watson’s Reckoning

Blogs

To most in the know, Watson has long been considered more hype and marketing than technical reality. Presented as infinitely capable, bleeding edge technology, you might think the well-known Watson brand would be delivering explosive growth…

Timber!: A process centric approach to chopping down a tree or new business project.

Blogs

Chopping down a tree is a lot like taking on a business project (e.g., for me that could mean delivering a large software application, creating a new artificial intelligence platform, or building a company). I am on vacation this week and decided…

Plays Well With Others: Your Team of AIs

Blogs

"Alexa, how are you different than Siri?" "I'm more of a home-body" I'm away from my desk, so I guess I can't ask Alexa. No problem, I've got an iPhone in my pocket. "Hey Siri, what's the status of my Amazon order?" "I wish I could, but…

An Agile Story (pun intended)

Blogs

While working with eBay Enterprise on a large multi-company effort to create a marketing platform, I saw first-hand the struggle around effective project management. I played Scrum Master for our development team and immersed myself into the…

Complex Event Data Analysis and Processing

Schema-on-what?

Blogs

Recently, a customer asked us to help transition a set of data flows from an overwhelmed RDBMS to a “Big Data” system. These data flows had a batch dynamic, and there was some comfort with Pig Latin in-house, so this made for an ideal target…

The Data Architecture Lifecycle

Blogs

It’s a very exciting time to be in the data world, with new and groundbreaking technologies released seemingly every day. There is every temptation to pick up today’s new shiny, find an excuse to throw it into production, and call it an…

Not Just Open Source: 7 High-Value Areas To Consider Commercial Components For Big Data Architectures

Blogs

The Big Data landscape is largely dominated by powerful free open source technologies. Different configurations and applications of these technologies seemingly consume the majority of mindshare, and it can be easy to lose sight of commercial…

FTC & Big Data Bias Warnings

Blogs

A recent WSJ article echoes an FTC report released last Wednesday warning of the possible consequences of bias in Big Data applications. The article identifies a number of valid concerns around privacy, equal opportunity, and accuracy. It also…

BLOGS

The Black Arts of Machine Learning

Watson’s Reckoning

Timber!: A process centric approach to chopping down a tree or new business project.

Plays Well With Others: Your Team of AIs

An Agile Story (pun intended)

Schema-on-what?

The Data Architecture Lifecycle

Not Just Open Source: 7 High-Value Areas To Consider Commercial Components For Big Data Architectures

FTC & Big Data Bias Warnings

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