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In my first article on hyperparameter autotuning, I used a cake analogy to show how to use hyperparameter autotuning with Optuna and the sasviya.ml package in Python to improve detecting Higgs bosons in a particle accelerator. SAS Viya Workbench now supports hyperparameter autotuning in SAS code with a variety of
Here's what separates responsible innovators from everyone else: they ask uncomfortable questions before they build, not after. At the SAS Hackathon, five teams proved this in practice. Working under real-world constraints and problem statements, they didn’t start with frameworks or compliance checklists. They started with three simple questions: For what
Small language models like GLiNER provide an efficient, deterministic, and flexible solution for named entity recognition, bridging the gap between traditional NLP and large language models for enterprise information extraction.
Each year, the SAS Health Center Center and VETS Employee Inclusion Group gather leftover Halloween candy and put it to good use. This year marked the 13th annual candy drive, and SAS families once again showed up with their candy-coated generosity – tipping the scales at 480 pounds of candy. That
Mapping in SAS Viya gives the user plenty of options for maps to use. Signing in to ESRI on SAS Viya gives us many more. But what if the map that is needed is not available and is technically not a map at all? Well, not to worry, as there is
Generative AI has seen drastic improvement in image, video, audio, and text generation within the last few years. Humans, on the other hand, are still catching up on determining when it’s appropriate to use Generative AI and how to review the content generated by AI before sharing it with others.
As we wrap up 2025, subject matter experts across SAS have been thinking ahead to 2026 and how we might see AI evolve in the public sector over the next 12 months. Recently, we released a compilation of public sector AI predictions, including mine: AI-led extraction and entity resolution will
Fazer mais com menos, essa é a palavra de ordem de todos os governos. No entanto, alcançar esse objetivo ainda é um grande desafio para a maioria dos gestores, especialmente em áreas onde os recursos são limitados, como saúde e educação. Os modelos de otimização de IA podem ser o
A inteligência artificial (IA) já é uma realidade em diferentes esferas do setor público, refletindo uma mudança de postura em relação à adoção de tecnologias emergentes. Antes vista como uma inovação distante, a IA vem se consolidando como uma ferramenta estratégica e, em muitos casos, como um caminho sem volta
As energy systems become more distributed, digital and dynamic, utilities are increasingly turning to AI and IoT to help modernize operations, improve reliability and accelerate decarbonization. Yet according to the IDC InfoBrief, How AIoT Is Reshaping Industrial Efficiency, Security, and Decision-Making, more than half of AIoT initiatives are still stuck in
Rockin' around the Christmas tree, Have a happy holiday – Brenda Lee An internet search for "How many lights do I need for my Christmas tree," returns many opinions. A popular answer is that you need "one strand of lights for each foot of your tree." Another common answer is
Artificial intelligence is no longer a distant horizon – it’s here, reshaping how marketers engage with audiences and create experiences that last. Over the past year, generative AI (GenAI) has become the new status quo. More than 85% of marketing teams worldwide are already using it, with 93% having dedicated
혁신적인 합성 데이터 생성 솔루션으로 데이터 부족 문제 해결, AI 역량 강화 마이크로소프트 마켓플레이스에서 우선 공급 민감한 개인정보를 노출하지 않으면서 안전하게 합성 데이터를 생성할 수 있게 해주는 ‘SAS 데이터 메이커’가 출시되었습니다. 현재 마이크로소프트 마켓플레이스에서 제공되는 ‘SAS 데이터 메이커’는 실제 데이터의 통계적, 관계적, 시간적 특성을 그대로 재현하는 합성 데이터를 생성하며,
Using college football recruiting and talent data as an example, let's see how DuckDB’s flexibility and SAS integration streamline complex transformations and queries.
Coffee fuels mornings around the world, with more than 60% of American adults reaching for a cup (or three) each day. Yet as coffee culture thrives, more people are rethinking their caffeine intake and turning to decaf as an alternative. But decaf often raises questions: How is it made? Is