Model Versioning: Reduce Friction. Create Stability. Automate.
The research and development (R&D) phase of building an AI model to address a business problem is characterized by rapid exploration and iteration. Everything is on t...
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DSC Weekly Digest 10 May 2021
Return to Work vs. Return to the Office Framing is a technique that communicators (and marketing people) use to push unstated, but heavily implied, messages into the disc...
How to Train a Joint Entities and Relation Extraction Classifier using BERT Transformer with spaCy 3
Introduction One of the most useful applications of NLP technology is information extraction from unstructured texts contracts, financial documents, healthcare recor...
Fascinating Facts About Complex Random Variables and the Riemann Hypothesis
Orbit of the Riemann zeta function in the complex plane (see also here) Despite my long statistical and machine learning career both in academia and in the industry, I ne...
DSC Weekly Digest May the 4th Be With You (2021)
The Paths to AI There are three paths to “artificial intelligence” – algorithmic, heuristic, and inferential. Algorithmic learning is essentially progra...
What I Learned From 25 Years of Machine Learning
Source: here Here is what I learned from practicing machine learning in business settings for over two decades, and prior to that in the academia. Back in the nineties, ...
Unleashing the Business Value of Technology Part 4: Delivering Value
We are now ready to wrap up the four-part series on how technology vendors especially data and analytic technology vendors (and what technology vendors are not invol...
Six Secret SPARQL Ninja Tricks
SPARQL is a powerful language for working with RDF triples. However, SPARQL can also be difficult to work with, so much so that it often is not utilized anywhere near as ...
More Machine Learning Tricks, Recipes, and Statistical Models
Source for picture: here The first part of this list was published here. These are articles that I wrote in the last few years. The whole series will feature articles rel...
DSC Podcast Series: AI and Machine Learning in 20 Minutes: The AI-Powered Supply Chain
With the recent global and regional socio-economic disruptions caused by the pandemic, industries such as retail, consumer products, manufacturing, pharmaceutical, and li...