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En la práctica diaria, la inteligencia artificial solo es tan buena como los datos que la alimentan. Más de una vez hemos comprobado que el dicho “si entra basura, sale basura” está más vigente que nunca, sobre todo ahora que los errores de los modelos y las predicciones sesgadas pueden
I've seen firsthand how companies often treat AI governance as a necessary evil – something bolted on after innovation, like installing smoke detectors in a finished building. As both a data scientist building models and an advocate pushing for responsible AI practices, I experienced this dynamic daily. The companies winning
As more organizations migrate work to the cloud, the conversation is moving from infrastructure requirements to the impact of cloud technologies. Organizations can see the benefits. IT teams are being freed up to focus on innovation and high-return projects. According to Gartner, cloud computing is a must for capitalizing on
Learn how to seamlessly register and deploy Python models (specifically an XGBoost classifier) into SAS Model Manager using SAS Viya Workbench and the pzmm package, enabling efficient ModelOps integration and production readiness.
La tecnología acelerada, como la IA, puede tener barreras de entrada. Ya sea infraestructura, limitaciones de datos, brechas de talento o cumplimiento de regulaciones que cambian rápidamente. Las organizaciones, desde la atención médica hasta la fabricación y el sector público, a menudo se ven obstaculizadas por estos obstáculos que pueden
Learn how public health agencies can streamline analytic software costs by assessing tool usage, infrastructure, and licensing, and by leveraging SAS Viya’s cloud-based capabilities to improve efficiency and collaboration amid budget constraints.
When I encounter a new function, I usually graph it to gain intuition about how the function transforms its inputs. Recently, I needed to use the Rayleigh quotient function, which is connected to the estimation of eigenvalues and eigenvectors for symmetric matrices. It has been several years since I last
Walk into any Southeast SAS User Group (SESUG) event and you’ll quickly realize it’s not just about the software. Yes, there are technical sessions, coding workshops and deep dives into data visualization. But what makes the conference resonate year after year isn’t simply the tools, it’s the people and the
Reinforcement learning is a framework that allows AI systems to learn from experience and make decisions in dynamic environments. One way to explore its potential is by training an AI agent to play a video game in real time. This controlled environment demonstrates principles that apply to everyday business challenges.
Globally, health care is undergoing a transformation driven by the rapid aging of populations. By 2034, one in five Americans will be aged 65 or older, surpassing the number of children for the first time in U.S. history. This demographic shift brings new opportunities and new challenges for our health
In high-risk industries like construction and manufacturing, worker safety isn’t just a priority; it’s a constant challenge. Fast-moving environments, heavy machinery, and human unpredictability make it incredibly tough to monitor compliance and catch dangerous behavior before it leads to injury. As data scientists, we wanted to tackle that challenge head-on.
Iowa’s Pleasant Valley School District faced a challenge familiar to many educators: mountains of student data, but limited insight into what it all meant. Ranked in the top 15% of districts statewide, Pleasant Valley knew it was succeeding – but it wanted to understand exactly why and how to do
The human body functions like a finely tuned system, where even the smallest components can have outsized effects. One of those small but mighty components is the gut microbiome – an ecosystem of bacteria, viruses, fungi and parasites living inside your intestines. These microscopic powerhouses influence how food is digested and absorbed,
Leading brands like Macy’s prioritize creating meaningful, personalized customer experiences driven by data and thoughtfully orchestrated marketing decisions. Macy’s focus centers on customer obsession, which fuels its drive for customer loyalty and sustainable growth. Marketing analytics and AI serve as the foundation for a successful marketing decisioning journey underpinned by
Hoy en dia, donde la inteligencia artificial (IA) se ha convertido en una aliada cotidiana para desarrolladores y programadores, resulta tentador delegar gran parte del trabajo técnico a estas herramientas. Plataformas como GitHub Copilot, ChatGPT, y asistentes de código automatizado prometen acelerar el desarrollo, generar soluciones en segundos y hasta