SAS Blogs

Analytics

Find out how analytics, from data mining to cognitive computing, is changing the way we do business

Analytics | SAS Events

Becky GraebeSeptember 27, 2024 0

‘Big company problems, small company resources’

The small and medium-sized business segment is growing – in the US and worldwide – and SAS has the expertise and drive to support them. Nowhere was that more evident than at the SAS headquarters when Susan Duchesneau, Head of North America SMB Practice at SAS, welcomed more than 100

English

Advanced Analytics | Analytics | Artificial Intelligence | Fraud & Security Intelligence

Mario UlloaSeptember 26, 2024 0

IA en seguridad pública podría ser una realidad en nueva administración presidencial: SAS

Con el cambio de administración en México, la seguridad pública vuelve a ocupar un lugar central en la agenda política. Sin embargo, este sexenio tiene una oportunidad única que no ha existido en el pasado: la implementación de Inteligencia Artificial (IA) en la estrategia de seguridad. En lugar de depender

Spanish

Government

Analytics

Lyse NogueiraSeptember 25, 2024 0

Retail media: a evolução da publicidade baseada em dados

Nova abordagem une práticas do varejo com tecnologia para aprimorar campanhas, aumentar o engajamento e gerar melhores resultados comerciais Retail media, ou mídia de varejo, é um dos conceitos mais relevantes no cenário atual do marketing e da publicidade. Essa estratégia permite que varejistas utilizem suas próprias plataformas e canais

Spanish

Advanced Analytics | Analytics | Artificial Intelligence | Fraud & Security Intelligence

Carla MirandaSeptember 24, 2024 0

7 tendências baseadas em dados que impactam as operações das autoridades tributárias

A pandemia trouxe grandes desafios crónicos e específicos à atividade das autoridades tributárias – como os atrasos ou mesmo suspensão do pagamento de impostos, a necessidade da digitalização de processos, o repensar formas de tributar novas atividades resultantes de empresas que começaram então a operar digitalmente, etc. – que exigiram

Portuguese

Government

Analytics | Artificial Intelligence | Customer Intelligence

Sandra HernandezSeptember 24, 2024 0

Cómo la Inteligencia Artificial está transformando la experiencia al cliente

Actualmente la experiencia al cliente ha evolucionado y se ha convertido en el diferenciador clave para las empresas que buscan destacarse. Ya no se trata solo de ofrecer un buen producto o servicio; ahora las empresas deben proporcionar experiencias personalizadas y eficientes en cada punto de contacto. En este escenario,

Spanish

Analytics | Predictions

Marinela ProfiSeptember 23, 2024 0

9 truths you should know about GenAI before jumping in

Before rushing to invest in generative AI (GenAI), organizations must pause and take a step back. GenAI is powerful and has shown potential to revolutionize multiple industries – but it’s not a silver bullet. Now that we’ve finally gotten past the hype phase, it’s time to look at the realities

English

Analytics | Artificial Intelligence | Machine Learning

Hyeshin HwangSeptember 19, 2024 0

개발자와 모델러를 위한 완벽한 작업환경, SAS Viya Workbench를 소개합니다.

개발자와 모델러는 데이터를 찾고 검증하거나 부서간에 협업할 때, 그리고 작업 결과를 엔터프라이즈 플랫폼에서 운영할 때 여러 문제에 직면합니다. 데이터 분석 및 머신 러닝 모델에 셀프 서비스 방식의 온디맨드 컴퓨팅 환경을 사용하면 생산성과 성능을 높이는 동시에 IT 지원과 비용을 최소화할 수 있습니다. 지난 7월 출시된 SAS Viya Workbench(바이야 워크벤치)는 클라우드 환경의

Korean

Analytics | Artificial Intelligence

Bang-Bon GooSeptember 18, 2024 0

'생성형 AI’와 ‘기존 AI’, 결합하면 시너지 업!

생성형 AI는 기업의 생산성을 높이고 새로운 비즈니스 기회를 창출할 수 있는 잠재력을 가지고 있지만, 모든 기업이 성공적으로 도입하는 것은 아닙니다. 822명의 기업 리더와 이사회 임원을 대상으로 실시한 가트너의 새로운 설문조사 결과, 현재 9%의 기업이 생성형 AI를 활용해 비즈니스 모델을 혁신하고 새로운 비즈니스 기회를 창출하고 있다고 나타났습니다. 하지만 데이터 품질 저하,

Korean

Analytics | Fraud & Security Intelligence

Laurent ColombantSeptember 17, 2024 0

Detecting and deterring bid rigging in procurement

It is unfortunate, but the procurement process is rife with the potential for loss, waste, abuse, and fraud. It requires many different steps to be performed by different departments, including ethics and compliance, audit, procurement, and fraud investigation. Procurement has also been somewhat slower to develop and adopt the kind

English

Government

Analytics

SAS ColombiaSeptember 16, 2024 0

Conozca 5 maneras en las que la IA está marcando la diferencia para las telcos

El sector de telecomunicaciones en Colombia y en el mundo está en un constante crecimiento y evolución. Con ello, esta industria no es ajena al avance del uso de datos y la puesta en marcha de la inteligencia artificial y la analítica para optimizar sus procesos y lograr grandes objetivos.

Spanish

Communications

Analytics

Heather HallettSeptember 16, 2024 0

Using social determinants of health to combat cancer disparities

The health care community is recognizing the importance of addressing cancer not just as a biological disease but as a multifaceted issue influenced by various social, environmental and economic factors. By incorporating social determinants of health (SDOH) into risk stratification models and utilizing trustworthy AI to eliminate bias, health care providers can

English

Advanced Analytics | Analytics | Risk Management

Luis BarrientosSeptember 12, 2024 0

De esta forma las soluciones de analítica ayudan a las empresas mitigar la volatilidad financiera del mercado

Actualmente el panorama económico es complicado y esto puede generar diversas incertidumbres tanto a nivel personal como institucional y gubernamental. La volatilidad financiera se refiere a la rapidez y magnitud con la que cambian los precios de activos financieros, como acciones o divisas. Estos cambios pueden ser causados por varios

Spanish

Banking

Analytics | Artificial Intelligence

Franklin ManchesterSeptember 12, 2024 0

3 ways SAS® Viya® can help insurers navigate challenges

Learn how SAS and cloud computing can help insurers realize operational and business benefits.

English

Insurance

Analytics | Programming Tips

Melodie RushSeptember 9, 2024 0

Getting Started with Python Integration to SAS Viya for Predictive Modeling - Fitting a Gradient Boosting Model

Fitting a Gradient Boosting Model - Learn how to fit a gradient boosting model and use your model to score new data In Part 6, Part 7, and Part 9 of this series, we fit a logistic regression, decision tree and random forest model to the Home Equity data we

English

Analytics

Sang-gil LeeSeptember 5, 2024 0

ひまわりの成長ルールを見つけようと

夏といえばひまわり。鮮やかな黄色は一輪でも強い存在感を放ち、我が家の食卓を飾る花でもある。ひまわりの花は常に太陽に向かって咲き、時間とともに太陽を追いかけるとされている。しかし、実際にはこのように動くのは芽生えから開花前のつぼみの時期までの話だ。自然界にあるひまわりの成長には、太陽、気温、降水量、土壌など多くの要因が影響するが、これらの要因がどう関係するのだろうか。人工的な実験でも可能だが、たとえばひまわりの成長データを収集し、統計分析を用いることで最適な成長条件や栽培環境が特定できるはずだ。また、ビッグデータならではの機械学習アルゴリズムを使えば成長のルールやパターンを見つけることもできる。アナリティクスを駆使すれば（SASで開講中のアナリティクスコースはこちら⇒トレーニングコース | SAS）、収穫量の予測や最適な施肥方法、栽培条件も見つけられるだろう。実際、ひまわりの市場は世界で5.6兆円に登る巨大なマーケットなのだ。ところで、ひまわりといえば気象衛星を連想するのは私だけだろうか。初代号が1977年に打ち上げられ、今度が10号になるが、最初は愛称で呼ばれていたものが後に正式名称となった。気象庁のサイト(気象庁 Japan Meteorological Agency)では、ほぼリアルタイムでひまわりの衛星写真がさまざまな切り口から見られるが、天気や防災に関する情報のほか、上記のような分析に欠かせない環境や気象のデータも豊富に提供されている。 2024年９月初旬　相吉

Japanese

Analytics | Customer Intelligence

Mejor toma de decisiones en negocios con ayuda de IA

Lisa LoftisAugust 27, 2024 0

El nuevo reto para MarTech: ¿invertiste en una Plataforma de Datos de Clientes para descubrir que no cumple su promesa?

Actualmente, una Plataforma de Datos de Clientes (CDP por sus siglas en inglés) que funcione bien sigue siendo esencial para abordar seis desafíos principales en el recorrido del cliente, los cuáles contemplan un MarTech no integrado, incapacidad para integrar fuentes de datos de clientes, incapacidad para vincular identidades de clientes

Spanish

Analytics | Data for Good

Lilia RodriguezAugust 26, 2024 0

How SAS HBCU+ Fellows are inspiring future analytics professionals

Since its inception in 2023, the SAS HBCU Program has been dedicated to supporting faculty at historically Black colleges and universities (HBCUs) and predominantly Black institutions (PBIs). This initiative was created for educators who are passionate about learning and teaching analytics. The program brings together faculty members at different stages

English

Analytics | Artificial Intelligence

KiWan LeeAugust 26, 2024 0

코오롱베니트, 한국 SAS 고객에게 가치를 더하다.

SAS와 같은 글로벌 기업이 비즈니스를 할 때에는 글로벌 관점과 현지 관점의 균형을 맞추는 것이 중요합니다. 제품은 글로벌 시장 전반에 걸쳐 제공되어야 하고, 글로벌 경쟁력을 갖춰야 합니다. 반면, 고객과의 관계 구축은 현지 상황에 맞아야 합니다. 이는 적절한 현지 파트너와 협력을 통해서 강화할 수 있습니다. SAS코리아와 오랜 세월을 함께 동행해온 든든한 파트너,

Korean

Advanced Analytics | Analytics | Artificial Intelligence | Data Visualization | Machine Learning

Falko SchulzAugust 22, 2024 0

Unveiling Oceanus: Harnessing SAS Visual Analytics to combat illegal fishing networks

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!

English

Government | Insurance

Analytics

Sang-gil LeeAugust 14, 2024 0

バラといえばナイチンゲールのバラ

幼い頃、家の庭にたくさんのバラがあり、手入れが大変だった思いがある。トゲに刺されて痛い思いをしたり、傷になったりしたことを覚えている。興味深いことに、統計学の歴史にはナイチンゲールの「バラ」というグラフが登場する。「白衣の天使」として知られるイギリスの看護師フロレンス・ナイチンゲールは、優れた統計学者でもあった。彼女は19世紀のクリミア戦争で看護師として派遣され、膨大な戦死者・傷病者データを分析し、多くの兵士が戦傷ではなく劣悪な衛生状態のために命を落としていることを明らかにした。その後、政治や行政に向けに「ローズダイアグラム」という革新的なグラフで報告した。ローズダイアグラムは、円グラフの一種で、死因を視覚的に示すチャートである。月ごとの死亡者数を戦傷を赤、衛生状態や栄養不足を青、その他の要因を黒で色分けし、それぞれの面積で表現したものである（Florence Nightingale's Rose Diagram）。このグラフにより、衛生改善の必要性が明確になり、医療環境の改善が進んで傷病兵の死亡率が大幅に減少したのは言うまでもない。統計学は記述統計と推測統計に分かれ、記述統計はデータの特徴を分かりやすく表現することを目的とする。ナイチンゲールの事例は、記述統計とデータ可視化が如何に重要かを物語っている。SASには「SAS Visual Analytics」という優れた可視化ツールがあり、基礎から上級までの関連コースも提供されている（SASトレーニングコース）。 2024年8月初旬　相吉

Japanese

Energy & Utilities

Analytics | Artificial Intelligence

Ivan Fernando HerreraAugust 8, 2024 0

Inteligencia artificial y analítica para potenciar su organización

La Inteligencia Artificial (IA) y la analítica se han convertido en herramientas esenciales para las organizaciones que buscan mantenerse competitivas y relevantes en el mercado. La capacidad de analizar grandes volúmenes de datos y obtener información valiosa en tiempo real es ahora más importante que nunca. Acompáñenos en este blog

Spanish

Banking | Government | Retail

Analytics | Learn SAS

Rick WicklinAugust 7, 2024 0

Simulate data from a Poisson regression model

This article shows how to simulate data from a Poisson regression model, including how to account for an offset variable. If you are not familiar with how to run a Poisson regression in SAS, see the article "Poisson regression in SAS." A Poisson regression model is a specific type of

English

Analytics | Learn SAS

Rick WicklinAugust 5, 2024 0

Poisson regression in SAS

This article demonstrates how to use PROC GENMOD to perform a Poisson regression in SAS. There are different examples in the SAS documentation and in conference papers, but I chose this example because it uses two categorical explanatory variables. Therefore, the Poisson regression can be visualized by using a contingency

English

Advanced Analytics | Analytics | Data Management

Algunas pautas para transformarse en una empresa inteligente

Héctor CoboAugust 1, 2024 0

IA y Analítica para un futuro fiscal sostenible

En el contexto de la responsabilidad fiscal de los ciudadanos, como lo estipula el artículo 31, fracción IV, de la Constitución Política de los Estados Unidos Mexicanos, es evidente que la evasión y las deducciones no justificadas siguen siendo un obstáculo importante para la recaudación de impuestos. Sin embargo, la

Spanish

Government

Analytics | Machine Learning

Rick WicklinJuly 31, 2024 0

Fit, simulate, fit: How models can collapse after generations of recursive fitting

An article published in Nature has the intriguing title, "AI models collapse when trained on recursively generated data." (Shumailov, et al., 2024). The article is quite readable, but I also recommend a less technical overview of the result: "AI models fed AI-generated data quickly spew nonsense" (Gibney, 2024). The Gibney

English

Analytics | Artificial Intelligence | Risk Management

Ricardo SaponaraJuly 29, 2024 0

As ferramentas para as seguradoras enfrentarem as mudanças climáticas

Os eventos climáticos extremos, como furacões, inundações e incêndios florestais, têm se tornado mais frequentes e intensos ao redor do mundo, colocando um holofote em diversos setores da economia, tanto na esfera pública quanto nas empresas. No âmbito privado, o mercado de seguros é um exemplo de como está sendo

Brazilian Portuguese

Insurance

Analytics | Programming Tips

Rick WicklinJuly 29, 2024 0

A geometric solution to isotonic regression

A previous article shows that you can run a simple (one-variable) isotonic regression by using a quadratic programming (QP) formulation. While I was reading a book about computational geometry, I learned that there is a connection between isotonic regression and the convex hull of a certain set of points. Whaaaaat?

English

Analytics | Artificial Intelligence

Changsuk RohJuly 22, 2024 0

AI/ML 기반 모델 개발, 과제와 해결방안은?

기업내에 AI/ML를 적용하기 위해, 업무 관점에서 시민 데이터 사이언티스트(Citizen Data Scientist, 이하 CDS)와 그 필요 역량인 데이터 문해력(Data Literacy)의 중요성이 높아지고 있습니다.(참고 : 데이터 문해력과 시민 데이터 사이언티스트의 필요 역량) 이와 연결하여, 데이터를 기반으로 신속하게 개발한 예측 모델을 업무 시스템에 통합 또는 활용하기 위해 IT 관점에서 해결해야할 과제와 접근 방안에 대해

Korean

Advanced Analytics | Analytics | Artificial Intelligence | Machine Learning

André NovoJuly 18, 2024 0

GenAI na prática: foco no valor aos negócios

Se integrada à estratégia da companhia, tecnologia pode e deve ajudar empresas de todos os setores a serem muito mais produtivas, mas é preciso separar o hype da realidade A inteligência artificial generativa tem capturado a atenção de líderes desde que ferramentas como o ChatGPT entraram em cena no final

Brazilian Portuguese

Advanced Analytics | Analytics | Artificial Intelligence | Customer Intelligence | Data Management

Cristian FigueroaJuly 18, 2024 0

¿Cómo la analítica y la IA pueden impulsar a los comercios minoristas?

Herramientas como la analítica y la IA pueden ser grandes aliadas para impulsar el crecimiento de los comercios minoristas en la región. Principalmente cuando se crean estrategias que les permitan competir y atraer a los consumidores para aumentar sus ventas, mediante la utilización de los datos e información disponibles que

Spanish

Retail

Previous 1 … 3 4 5 6 7 … 133 Next