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Hyperparameter autotuning intelligently optimizes machine learning model performance by automatically testing parameter combinations, balancing accuracy and generalizability, as demonstrated in a real-world particle physics use case.
Authors: Bahar Biller, Jagdishwar Mankala, and Jinxin Yi Managing spare parts inventory is a critical aspect of asset performance management, especially in industries where equipment downtime is costly. This post, based on a real-world project with a major aircraft manufacturer, explores how to optimize spare parts inventory under uncertainty. We
A hands-on introduction to SAS Notebooks in SAS Viya Workbench, showing how to combine code, SQL, and Markdown for a more productive and interactive coding experience.
AI is only as powerful as the data behind it. You’ve probably heard the phrase “garbage in, garbage out.” That’s always been true in analytics, but in today’s AI-driven world, the consequences of poor data are greatly amplified. Flawed models, biased predictions and opaque decision-making all trace back to one
Foi exatamente esse o tema da palestra de Lyse Nogueira, Customer Advisor do SAS, hoje, no Febraban Tech 2025! Segundo a executiva, no setor bancário, entender o cliente como um universo único deixou de ser um diferencial — tornou-se uma exigência. Mas como escalar personalização com inteligência, aumentar a relevância
Hosting can come with many different emotions for each of us. Often, as we plan and prepare to invite people into our homes, it can be stressful. We are tasked with preparing, shopping, cooking, and cleaning — all before anyone even rings the doorbell. If you’re anything like me, these
I’m a credit card transactor – I pay off my balance in full each month and use credit purely as a payment method to avoid interest. Recently, a major payment processor experienced an outage that disrupted many money movement services. As a result, my scheduled electronic payment was converted into
When creative minds come together to solve real-world problems using the power of analytics, great things happen. The SAS Hackathon is more than just a competition; it’s a global innovation experience that brings together coders, domain experts and big thinkers from across industries and backgrounds. What we’ve been up to
This article shows how to use SAS to implement the ISO algorithm to generate (and validate) a Universal Loan Identifier (ULI). A ULI is a long string of numbers and letters that serves as a unique identifier that is used for certain financial transactions. The ISO standard ensures that banks
Machine learning engineers are among the most sought-after professionals in the data analytics and AI space today. But behind the buzzwords and job titles lies a role that requires data literacy and a range of skills in statistics, software deployment, critical thinking and ethical judgement. If you're wondering what this
Sin duda, la inteligencia artificial generativa (GenAI) y la analítica de datos están revolucionando el mundo. Sus aplicaciones prácticas en diversos sectores industriales son tan amplias como los retos que las empresas enfrentan y buscan superar activamente. Sin embargo, a pesar de las ventajas de adoptar estas tecnologías como estrategia
Government productivity and transparency are hot topics, with trust in public institutions declining worldwide and global public debt levels nearing 100 percent of global gross domestic product. Managing fraud, waste and abuse (FWA) is key to public sector productivity. The British Government estimates that £39.8 billion to £58.5 billion of
Has your organization invested in a customer data platform (CDP) only to find that it's not living up to its promise? You're not alone. In fact, Digiday reports that only 10% of marketers who have a CDP believe it’s fit for purpose, while an even smaller amount (1%) feel certain
여러분이 생각하시는 데이터와 AI의 미래는 어떤 모습인가요? 생성형 AI에서 양자 컴퓨팅까지, 지금껏 상상해왔던 수많은 기술과 개념이 지금 이 순간 현실로 다가오고 있습니다. 불가능을 가능으로, 상상을 현실로 만들 데이터와 AI의 첨단 화두가 무엇인지 궁금하시다면 SAS Innovate 2025에서 확인해 보세요. 5월 6-9일까지 나흘간 미국 플로리다주 올랜도에서 개최된 ‘SAS 이노베이트 2025(SAS Innovate 2025)’는
Model governance has moved from "nice to have" to a "non-negotiable". As organizations deploy AI across industries like health care, banking and government, the demand for transparency, trust and accountability is louder than ever. SAS experts Briana Ullman, Product Marketing Manager and Vrushali Sawant, Data Scientist, discussed what that looks