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Machine Learning

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Analytics | Machine Learning | SAS Events

Hiking trail under twisted tree caonopy

Alison BolenMay 19, 2023 0

Finding your way out of the pipeline jungle

"For those not knee-deep in the ModelOps process, the process may seem simple," says Ankit Sinha, Director of Product Management at Experian: "You build the model, deploy the model and reap the benefits." But the process starts to become very complex when you're using multiple database systems and data sources

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Learn SAS | Machine Learning

Rick WicklinMay 10, 2023 0

How good is an AI chatbot at SAS programming?

A lot of programmers have been impressed by the ability of ChatGPT, GPT-4, and Bing Chat to write computer programs. Recently, I wrote an article that discusses an elementary programming assignment, called FizzBuzz, which is sometimes used as part of a hiring process to assess a candidate's basic knowledge of

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Analytics | Artificial Intelligence | Customer Intelligence | Machine Learning

Fernanda Benhami

Fernanda BenhamiMay 9, 2023 0

Hiperpersonalización, la experiencia del cliente se lleva a nuevos niveles

Crear mejores experiencias para los consumidores, llevarlas a nuevos niveles y conectar estrechamente con ellos son las principales premisas sobre las que se fundamenta la hiperpersonalización, un término que hoy domina las sesiones de trabajo de las áreas de marketing. Su objetivo principal es combinar datos sobre el comportamiento histórico

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Artificial Intelligence | Machine Learning

Daniel JagtApril 28, 2023 0

Reinforcement Learning in Minesweeper using SAS and OpenAI

Hi! I’m Daniel, a technical intern at SAS and a student at North Carolina State University. Reinforcement learning is an exciting strategy that is versatile and broadly useful in the fields of data science and machine learning. I implemented an intelligent Minesweeper-playing model using SAS reinforcement learning, and this article

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Advanced Analytics | Analytics | Internet of Things | Machine Learning

Ernesto CantuApril 25, 2023 0

Digital twins, simulaciones de la realidad en la que opera la industria de manufactura

La ciencia ficción ha utilizado la premisa de que existen universos paralelos en los que se viven realidades distintas, detonadas por decisiones o eventos excepcionales. En uno de ellos, los personajes estarían experimentando cosas únicas y distintas a las de otra dimensión que corre a la par. Los protagonistas de

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Advanced Analytics | Data for Good | Machine Learning

Flujo de trabajo y enfoque del análisis de textos

Cristina PérezApril 4, 2023 0

Analítica de textos e IA para identificar patrones de trata de seres humanos en la documentación policial

La información que los organismos policiales almacenan sobre detenciones o incidentes delictivos, así como los avisos a los departamentos de policía, tienen un valor enorme para resolver futuros casos que se pueden plantear. Analizar manualmente esta gran cantidad de datos en busca de patrones puede llevar mucho tiempo y sus

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Advanced Analytics | Analytics | Artificial Intelligence | Machine Learning

fraude y riesgo

Héctor CoboMarch 28, 2023 0

Detección y prevención, el mecanismo para reducir los riesgos en el sector gobierno y la banca

Las organizaciones de todos los sectores iniciaron un año 2023 más conscientes de que el entorno económico, político y social no permanece estático, y que las condiciones bajo las que operan a diario pueden cambiar con relativa frecuencia. Han aprendido a ser resilientes y prestar atención a lo que sucede

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Banking | Government

Analytics | Artificial Intelligence | Machine Learning

Olivia OjedaMarch 28, 2023 0

Use-based insurance helps fleet operators obtain better rates

SAS Hackathon team, Data Hack Freaks, created an artificial intelligence (AI) and machine learning (ML) based dynamic pricing approach that allows insurance providers to adjust pricing based on the changing nature of the risk behavior of their customers. This solution has three major components: The loss ratio score, telematics score

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Advanced Analytics | Analytics | Cloud | Machine Learning

Modernización en las empresas

Rubén Valdovinos

Rubén ValdovinosMarch 21, 2023 0

Modernización, un impulsor del cambio y la innovación en las empresas

Las organizaciones saben que este proceso es una tarea continua y una condición para seguir compitiendo y creciendo en sus respectivos mercados. Cómo abordar el proceso de modernización, sin embargo, requiere una planeación minuciosa, y no está exento de desafíos. Más aún, cuando involucra la adopción de tecnologías y procesos

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Analytics | Machine Learning

Olivia OjedaMarch 21, 2023 0

How agriculture scientists are using machine learning to farm efficiently

Today, more than half of the world’s habitable land is used for agriculture. It fuels the economy, a large portion of the supply chain and, most importantly, people. With an ever-growing population, it is crucial to work with crops efficiently. A critical factor in growing crops is knowing the condition

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Analytics | Artificial Intelligence | Innovation | Machine Learning | Risk Management

Joe NyangonFebruary 28, 2023 0

Managing stranded asset risks in the energy sector with analytics

As the world moves toward a low-carbon future, the power and utilities industry faces significant financial and reputational risks due to the potential stranding of resources and assets. This transition to carbon-free energy sources could render carbon-intensive assets – such as coal- and gas-fired power plants, coal mines and hydrocarbon

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Energy & Utilities

Analytics | Machine Learning

Olivia OjedaFebruary 24, 2023 0

The future of sea rescues

BayWatch uses AI to help coastguards to analyze, predict and optimize operations to detect false alarms and allocate people, boats and helicopters at times of maritime emergencies. Navigating the seas can be a daunting task. While a trip will likely go smoothly, that is not always the case. Along the

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Artificial Intelligence | Machine Learning

Olivia OjedaFebruary 17, 2023 0

Giving hope for lung disease sufferers

Dake IT uses augmented intelligence to build models for disease identification to help radiologists analyze scanned images. Medical imaging, such as x-rays and ultrasounds, is widely used across the medical community. From dentists and surgeons to oncologists, physicians everywhere rely on imaging to aid in diagnosing diseases, monitoring the spreading

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Advanced Analytics | Analytics | Machine Learning

Mauro SouzaFebruary 16, 2023 0

Clonagem de cartões: como usar a tecnologia para prever e inibir riscos

Mesmo após o período mais intenso da pandemia, é exponencial o aumento do número de pessoas que continuam a fazer compras ou acessar serviços financeiros diversos por meio de sites e aplicativos. A Pesquisa FEBRABAN de Tecnologia Bancária 2022 revela que os canais digitais somaram cerca de 80 bilhões de

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Brazilian Portuguese | Spanish

Artificial Intelligence | Machine Learning

Olivia OjedaFebruary 13, 2023 0

Correlating data to better identify neurodiversity

Using machine learning to correlate factors and characteristics that appear gradually during childhood in people with autism spectrum disorder (ASD) in support to identify others at risk. How prevalent is ASD? Well, it depends on who you ask, but it’s generally accepted that 1-2.3% of children have been diagnosed. And

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Artificial Intelligence | Machine Learning

Mary OsborneFebruary 13, 2023 0

Curious about ChatGPT: Exploring the origins of generative AI and natural language processing

How did we get to a place where a conversational chatbot can quickly create a personalized letter? Join us as we explore some of the key innovations over the past 50 years that help inform us about how to respond and what the future might hold.

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Advanced Analytics | Analytics | Cloud | Machine Learning

Charlie ChaseFebruary 2, 2023 0

6 advantages of using software as a service for grocery supply chain planning

You're not alone if you’re still seeing local grocery stores with empty shelves. Food shortages are still lingering in 2023. Increases in consumer demand, labor shortages and shipping capacity restraints continue to interrupt supply chains, particularly for grocery retailers. These problems have persisted throughout the pandemic, as seen with the shortages

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Advanced Analytics | Data for Good | Machine Learning

Kirk SwilleyJanuary 18, 2023 0

Leveraging text analytics and AI to assess police narrative events indicating human trafficking

SAS' Kirk Swilley and Tom Sabo showcase how you can use perform text analysis on minimal structured narrative data to spot patterns of possible human trafficking.

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Advanced Analytics | Analytics | Machine Learning

tecnologías que más inteligencia aportarán a las empresas

José Mutis O.January 17, 2023 0

Tecnologías que más inteligencia aportarán a las empresas en 2023

Sin importar el sector en el que se encuentre, los analistas coinciden en que el 2023 será un año de importantes retos para Latinoamérica. Los países y las organizaciones latinoamericanas deben procurar acelerar su innovación y avanzar en sus procesos de transformación digital, no solo para reducir las brechas con

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Banking | Government

Artificial Intelligence | Machine Learning

Female at desk editing code on a laptop

Chris Hemedinger

Chris HemedingerJanuary 17, 2023 0

ChatGPT brings AI into popular culture

ChatGPT from OpenAI has changed how the general public thinks about AI. What does this mean for analytics practitioners?

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Advanced Analytics | Machine Learning

Marinela ProfiJanuary 4, 2023 0

The SAS MLOps solution outperforms vendors such as DataRobot, Databricks, Dataiku, Domino Data Lab, Iguazio, according to IDC MarketScape 2022

SAS' Marinela Profi and Sophia Rowland elaborate on IDC including SAS among the leading platform providers for Machine Learning Operations.

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Analytics | Artificial Intelligence | Fraud & Security Intelligence | Machine Learning

WooSeong JeonDecember 22, 2022 0

사기탐지 모델에서 활용되는 SAS ‘Signature’ Approach

Payment Fraud는 금융기관의 지속적인 도전 과제입니다. 디지털 결제방식이 다양화되고 실시간 결제 금액이 증가함에 따라 실시간 사기 탐지 및 예방이 필수적인 시대가 되었습니다. 동시에 고객은 마찰 없는 고객 경험을 요구하기 때문에 사기 탐지 시스템은 사기 탐지 성능과 고객 불편 간의 균형이 잘 유지되도록 충분히 정교하게 운영되어야 합니다. 규칙기반(Rule Base) 탐지가 좋은

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Advanced Analytics | Analytics | Customer Intelligence | Machine Learning

The analytical advantage: Peering into the future of manufacturing

Mirian HerráezDecember 14, 2022 0

La experiencia del cliente como clave diferenciadora en la digitalización del Sector Asegurador

Tal y como comentamos durante el evento realizado con Expansión y McKinsey en nuestras oficinas, en el contexto de incertidumbre actual, las aseguradoras han tenido que subirse al tren de la digitalización para seguir creciendo. La crisis del COVID como acelerador de la digitalización en el sector seguros En un

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SAS Spain | Spanish

Advanced Analytics | Analytics | Artificial Intelligence | Cloud | Learn SAS | Machine Learning | SAS Events

Charlie ChaseDecember 13, 2022 0

Solving 3 emerging challenges for retail and consumer goods supply chains

The landscape of supply chains has changed rapidly due to unforeseen disruptions. These changes include supply chain bottlenecks, inflation and geopolitical activities across retail and consumer goods industries. Retail supply chains are under immense pressure to keep up with these rapid changes. Innovators have been quick to take advantage of

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AgTech | Manufacturing | Retail

Advanced Analytics | Analytics | Machine Learning

Óscar SaavedraDecember 2, 2022 0

Analítica de datos: el jugador número 12 para ganar el Mundial

Hace un par de semanas participé en un torneo de fútbol 7 con mis compañeros de SAS. Mientras calentábamos, uno de los más jóvenes se puso las manos en las rodillas, las flexionó, las estiró un par de veces y dijo: "Vamos a hacer un calentamiento noventero". Se partió de

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SAS Spain | Spanish

Sports & Entertainment

Analytics | Artificial Intelligence | Machine Learning

Qué algoritmo de machine learning debo utilizar

Hui LiNovember 25, 2022 0

Machine learning: ¿Qué algoritmo utilizar?

Este recurso está diseñado principalmente para científicos de datos, analistas principiantes o intermedios que están interesados en identificar y aplicar algoritmos de machine learning para abordar los problemas de su interés. Una pregunta típica de un principiante, cuando se enfrenta a una gran variedad de algoritmos de machine learning, es:

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Advanced Analytics | Machine Learning

Kevin ScottNovember 23, 2022 0

Efficient and automated bandwidth selection in SAS® PROC KPCA

The advantage of using SAS PROC KPCA is that you can preprocess your data so that you can classify groups with nonlinear classification boundaries.

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Advanced Analytics | Machine Learning

Principal Component 6 x Principal Component 8

Kevin ScottNovember 9, 2022 0

SAS® Fast-KPCA: An efficient and innovative nonlinear principal components method

SAS® Fast-KPCA implementation bypasses the limitations of exact KPCA methods. SAS® internally uses k-means to find a representative sample of a subset of points. This row reduction method has the advantage that c centroids are chosen to minimize the variation of points nearest to each centroid and maximize the variation to the other cluster centroids. In some cases, the downstream effect of using k-means on computing the SVD increases numerical stability and improves clustering, discrimination, and classification.

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Analytics | Artificial Intelligence | Cloud | Internet of Things | Machine Learning

Olivia OjedaNovember 7, 2022 0

A previsão do incontrolável: uso de IA para prevenir danos causados por enchentes

Mesmo com a tecnologia disponível atualmente, é muito difícil prever quando, onde e como podem ocorrer danos causados pelo clima. Custos com inundações devem crescer exponencialmente nos próximos 20 anos e a crise climática é uma ameaça constante. Infelizmente, desastres naturais nunca deixarão de existir, mas podemos fazer nosso melhor

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Brazilian Portuguese

Advanced Analytics | Analytics | Artificial Intelligence | Machine Learning

Dragos ColesOctober 28, 2022 0

Deployment of a Multi-stage Computer Vision model with SAS Event Stream Processing

I will show you how to deploy multi-stage deep learning (DL) models in SAS Event Stream Processing (ESP) and leverage ESP on Edge via Docker containers to identify events of interest.

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