Data Science

AI Generated Metadata Enrichments for Unstructured Data with IBM Spectrum Discover & watsonx.ai

Generative AI has high utility for generating metadata for both structured and unstructured data and is relevant in the storage domain where data discoverability drives the value of data across the enterprise including for downstream AI projects.

Dec 4, 2024

Graph-Driven, LLM-Assisted Virtual Assistant Architecture

View the post here: https://jamesdhope.medium.com/graph-driven-llm-assisted-virtual-assistant-architecture-c1e4857a7040.

Oct 2, 2023

Implementation of the Stable Marriage Algorithm to find 'Stable Groups'

In my previous post, I explained my implementation of the Stable Marriage Algorithm to find stable pairs. Taking this implementation one step further, I wanted to use the Stable Marriage Algorithm iteratively, to join stable pairs to other stable pairs to forms groups (or sets). This post explains my implementation of how I have used the Stable Marriage Algorithm to form groups of stable pairs.

May 18, 2018

Implementation of the Stable Marriage Algorithm.

Ever been faced with the challenge of pairing people based on their individual preferences? I can think of numerous situations in which such a task might arise, for example, in pairing up co-workers for a task or pairing up students for an activity.

Apr 12, 2018

Zillow's Zestimate, and my ensemble of regressors for highly featured data prediction

“The Zillow Prize contest competition, sponsored by Zillow, Inc. (“Sponsor”) is open to all individuals over the age of 18 at the time of entry. The competition will contain two rounds, one public and one private.. Each round will have separate datasets, submission deadlines and instructions on how to participate. The instructions on how to participate in each round are listed below. Capitalized terms used but not defined herein have the meanings assigned to them in the Zillow Prize competition Official Rules.”

Aug 17, 2017