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MLOps for Pirates and Snakes: The Sasctl Packages for R and Python
In December of 2022, IDC released the results of their MLOps Platform assessment. This was IDC’s first time evaluating the MLOps space and they are one of the first analysts to do so. To the surprise...
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%FiniteHMM Macro for finite Hidden Markov Models
This post will demonstrate how the %FiniteHMM macro can automatically preprocess input data and postprocess output tables for finite Hidden Markov Models (HMMs) by using PROC HMM. First, you will be...
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Mastering panel data regression: Using the CPANEL procedure to analyze...
Panel data are commonly used in today’s economics research. Panel data regression stands out as a powerful tool that aids in unraveling trends and patterns that evolve over time. This tool is...
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Mastering panel data regression: Robust analysis with the CPANEL procedure
In a previous post, we explored the intricacies of panel data regression. We unveiled a range of panel models and demonstrated their application in estimating cigarette demand by using the CPANEL...
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Data for Good: Galapagos sea turtle recognition
Can we use Computer Vision (CV) to recognize the identity of over 500 Galapagos sea turtles by using just an image? This was the question asked of SAS by researchers at the Galapagos Science Center...
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Embedding responsible AI best practices within the model lifecycle
The National Institute of Standards and Technology (NIST) has released a set of standards and best practices within their AI Risk Management Framework for building responsible AI systems. NIST sits...
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Using a LLM-based digital assistant for SAS Optimization
Regarding natural language processing and text analytics, we can accomplish tasks quickly, rigorously, and without fuss by using SAS Visual Text Analytics. It offers out-of-the-box options like topic...
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A generative AI assistant for warehouse space optimization with SAS Viya
Authors: Varun Valsaraj and Julia Moreno In 2023, the Applied AI Modelling (AAIM) team established a reusable LLM-SAS Integration framework for a digital assistant. It uses natural or conversational...
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How to manage and govern prompts of Large Language Models with SAS
Overview In this blog post, we will be looking at how to leverage Large Language Models (LLM) through SAS Viya. Though LLMs are powerful, evaluating their responses is usually a manual process. Thus,...
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Planning your solar eclipse journey with network analytics
Authors: Steven Harenberg and Amy Becker The total solar eclipse taking place across a thin band of the United States on April 8, 2024, is going to be a stellar event. In this post, we will help plan a...
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