Data Science and Analytics
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The Complexities Of Computing Analytics ROI
January 14, 2025
Computing the ROI of any analytics, machine learning, or artificial intelligence (AI) process can be more complicated than expected … and so can getting stakeholders to buy into the computations! There are cases when computing ROI is straight forward, but there are also many cases when it is not.
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Artificial Intelligence Concerns & Predictions For 2025
December 10, 2024
2024 will certainly go down in history as one of massive advancement in AI capabilities, and many of these advancements have been impressive and impactful. At the same time, I’m convinced that we’re glossing over some substantive issues as we race forward with AI.
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Data Science Collaboration In The Age Of AI
November 12, 2024
Task-based collaboration is a very tactical and transactional approach. This model is about seeking someone to carry out specific tasks in the immediate term without any guarantee of future collaboration.
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How Artificial Intelligence Adds Value To The Research Process
October 15, 2024
Let’s dive into an example of AI making our daily life easier and enhancing our job performance - all while creating small value each time that adds up to massive total value.
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Large Language Model Usage: Assessing The Risks And Ethics
September 10, 2024
With the ever-expanding use of large language models (LLMs) to generate information for users, there is an urgent need to assess and understand the risks and ethical implications of any given usage. Even seemingly similar uses can have very different risk and ethical profiles. This post will discuss and illustrate with some examples.
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Driving Value From LLMs - The Winning Formula
August 13, 2024
I have observed a pattern in the recent evolution of LLM-based applications that appears to be a winning formula. The pattern combines the best of multiple approaches and technologies. It provides value to users and is an effective way to get accurate results with contextual narratives - all from a single prompt. The pattern also takes advantage of the capabilities of LLMs beyond content generation, with a heavy dose of interpretation and summarization.
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Your Sensitive Data Is Public Record
July 09, 2024
I have had my data stolen multiple times over the years when a company that has my data is the victim of a hack. It used to feel like a very infrequent event and often the data compromised was not particularly sensitive.
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