Step behind the scenes to see the role of neural networks in detecting payment fraud. The post Recurrent neural networks for payment fraud detection appeared first on The SAS Data Science Blog ..read more

SAS' Jennifer Hargrove introduces the SAS Medication Adherence Risk model, a way to identify patients at high risk of being non-adherent to their medication therapy so that interventions can be provided to help patients remain adherent. The post Enhancing patient outcomes: SAS' AI approach to medication adherence appeared first on The SAS Data Science Blog ..read more

They say nothing in life is certain other than death and taxes, but there something else I’ve found I can count on from experience: sending out invites for a party on social media only to receive a few affirmative responses and a whole slew of “maybe”. I know my friends [...] The post How to handle RSVP ‘maybe’s’ appeared first on The SAS Data Science Blog ..read more

Managing the explosion of paper documents is complicated and expensive. Intelligent Document Processing (IDP), also known as Document Intelligence, addresses those challenges among other benefits. The post Document intelligence: The next big thing in AI appeared first on The SAS Data Science Blog ..read more

We often hear about cyberattacks, hackers, ransomware, and other nefarious deeds in the news, but not all data breaches are caused by third parties. The post Three ways NLP can be used to identify LLM-related private data leakage and reduce risk appeared first on The SAS Data Science Blog ..read more

As part of this year's IEEE Visual Analytics Science and Technology (VAST) Challenge, a group of SAS data scientists puit SAS Viya and related machine learning tools to the ultimate test - to identify individuals in a complex fishing network. Excitedly, the team received the Honorable Mention Award for Breadth of Investigation! The post Unveiling Oceanus: Harnessing SAS Visual Analytics to combat illegal fishing networks appeared first on The SAS Data Science Blog ..read more

What sets the SAS Model Card apart from previous model cards is the use of descriptive visuals, to make model cards accessible to all personas involved in the analytics process, including data scientists, data engineers, MLOPs engineers, managers, executives, risk managers, business analytics, end-users, and any other stakeholder with access to the SAS Viya environment. The post A Nutrition Label for AI Models: SAS Model Cards Now Available appeared first on The SAS Data Science Blog ..read more

Learn how an intern integrated SAS Viya® and open-source code (Python) into a Machine Learning project to combine their strengths within the context of predictive modeling, and to show off the variety of ways this integration can be accomplished. The post Integrating SAS and Python: An intern's journey of growth appeared first on The SAS Data Science Blog ..read more

Authors:  Jonny McElhinney, Julia Florou-Moreno, and Priti Upadhyay The capabilities of Generative AI (GenAI) and Large Language Models (LLMs) to analyze text have become widely used and even required in some industries since the rise of ChatGPT in 2023. This blog post investigates LLMs as an option for enhancing SAS’ robust computer vision capabilities. SAS Event Stream Processing (ESP) is used to assess images in real time for real-world use cases and explore the accuracy, latency, token cost, and execution of the image processing capabilities of GPT-4o. We will evaluate these criteria ..read more

A recent article came out with an updated list of necessary components for MLOps and LLMOps. And while this list may seem long, reading through the capabilities and components, I realized that SAS Viya already covers most of the required functionality. Organizations can have a hodgepodge of tools that they have to string together themselves or an analytics platform that already works with your favorite container registry. SAS Viya is an end-to-end analytics platform with tools for: Accessing, managing, and preparing data Visualizing data, creating reports, and building dashboards Training ma ..read more