SAS Blogs

Analytics

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

Analytics

Brigitte Naylor-AumayerJuly 25, 2018 0

Decision Management - Warum ist es wichtig?

Ein Gepräch zwischen Dr. Andreas Becks und Brigitte Naylor-Aumayer. Beide gehen der Frage auf den Grund, worin die Bedeutung von Decision Management heute noch liegt. Klar ist, dass Unternehmen damit viel besser wissen, was ihre Kunden wollen, und dass diese dann entsprechend zufriedener werden. Denn: Wenn der Kunde bekommt, was

German

Analytics

Andreas BecksJuly 25, 2018 0

Innovation in der Versicherungswirtschaft: Wie „junge Wilde“ den Laden aufmischen

Im Kölner Stadtteil Mülheim und unweit der Keupstraße mit ihrem orientalischen Charme aus Dönerrestaurants, Baklava, Cafés und Moscheen, neben alten Backsteinhallen mit Konzertsälen und Fernsehstudios liegt mit dem Carlswerk eine große ehemalige Industriefläche, die mittlerweile zum Gewerbegebiet mit vielen jungen und etablierten Unternehmen, Restaurants und Freizeitmöglichkeiten geworden ist. Im sogenannten

German

Insurance

Analytics | SAS Events

Kristine VickJuly 24, 2018 0

4 resources to help convince your boss to send you to SAS Analytics Experience

Wondering what makes this conference special? Over the years I’ve heard from many attendees that it’s the best way to get the most out of their analytics investments. Analytics Experience is a learning-focused conference featuring networking opportunities, training, certification exams and analytics presentations for all skill levels. #AnalyticsX will give you

English

Advanced Analytics | Analytics | Data Management

SAS ColombiaJuly 23, 2018 0

Ebook - La analítica avanzada en tiempos de lo extraordinario

La analítica avanzada y sus beneficios crecen exponencialmente con la consolidación de la economía digital y la Cuarta Revolución Industrial, dos componentes sin los cuales el desarrollo de nuestra sociedad y de los negocios como los conocemos no sería posible. Los millones de datos que se producen bajo estas condiciones hace

Spanish

Banking | Retail

Analytics | Data for Good | Fraud & Security Intelligence

Steve KearneyJuly 23, 2018 0

New Jersey using data to fight the opioid epidemic

The headline from the Newark Star-Ledger tells the story: “N.J. drug overdose deaths in 2018 on a record-shattering pace.” The opioid crisis continues to grow in New Jersey. From July 1, 2016 to June 30, 2017, the state saw a 34.7 percent increase in the number of opioid-related deaths, a

English

Government

Analytics | Learn SAS | Programming Tips

Rick WicklinJuly 23, 2018 0

How to use the %BOOT and %BOOTCI macros in SAS

Since the late 1990s, SAS has supplied macros for basic bootstrap and jackknife analyses. This article provides an example that shows how to use the %BOOT and %BOOTCI macros. The %BOOT macro generates a bootstrap distribution and computes basic statistics about the bootstrap distribution, including estimates of bias, standard error,

English

Analytics | Artificial Intelligence | Data Visualization

SAS ColombiaJuly 18, 2018 0

La analítica avanzada, el driver de la transformación en los negocios

La Cuarta Revolución Industrial, el Internet de las Cosas y la Inteligencia Artificial son conceptos que hacen parte de la transformación digital, y tienen el poder de cambiar los modelos de negocios de una organización. Para que esta era ayude a que las empresas sigan el ritmo de las demandas

Spanish

Banking | Communications

Analytics | Data for Good

SAS KoreaJuly 17, 2018 0

항공우주 연구부터 여론조사까지, 텍스트 분석의 놀라운 잠재력!

텍스트 분석과 자연어처리(NLP; Natural Language Processing)는 소비자의 감성을 분석하는 방법으로 널리 알려져 있습니다. 실제 많은 기업이 비정형 데이터 분석 기술을 이용해 소셜 미디어(SNS) 상의 고객 불만이나 댓글을 분석하고 적절히 대응하고 있는데요. 오늘날 전체 데이터의 90% 이상은 텍스트, 음성, 이미지, 영상 등 구조화되어 있지 않은 비정형 데이터입니다. 수동 분석만으로 이 모든

Korean

Analytics | Risk Management

Thorsten HeinJuly 16, 2018 0

IFRS 17 – ein neues Paradigma im Rechnungswesen

Der neue International Financial Reporting Standard (IFRS 17) stellt Versicherer vor Veränderungen, wie sie die Branche selten zuvor erlebt hat. Die Vorgaben sollen die Transparenz im Finanzberichtswesen verbessern und außerdem eine Grundlage für die Vergleichbarkeit mit anderen Branchen schaffen. Analysten und andere Branchenspezialisten haben diese Vergleichbarkeit schon seit langer Zeit

German

Insurance

Analytics | Internet of Things

streaks of light from city nighttime traffic

Sarah GatesJuly 13, 2018 0

7 tips for operationalizing analytics

One of the biggest challenges we’ve been hearing from customers lately is that they need help operationalizing analytics to extend the value of their modeling efforts. In many cases, they’ve hired smart data analysts who can transform data and create sophisticated models, but their work is used for a single

English

Analytics | Data Visualization | Programming Tips

Robert AllisonJuly 12, 2018 0

How old is your county?

The United States declared independence in 1776, and we celebrate it on July 4th every year. But the land areas that make up the United States today weren't necessarily the same as they were back then. So I thought it would be interesting to create a map showing when each

English

Government | Travel

Analytics | Fraud & Security Intelligence

Leendert KollmerJuly 12, 2018 0

Weg vom Rückspiegel in der Betrugserkennung, hin zu Erkenntnissen und dem vorausschauenden Blick

Im medizinischen Bereich ist eine Autopsie wertvoll, weil sie hilft, die Todesursache zu verstehen. Aber noch wertvoller ist es, die Frühindikatoren einer Krankheit zu identifizieren, damit man darauf reagieren kann, bevor es zu spät ist. Best-in-Class-Unternehmen verfolgen bei der Betrugserkennung einen ähnlichen Ansatz und wenden sich ab von der reinen

German

Analytics

Gustavo GutmanJuly 11, 2018 0

La importancia de Analytics en contextos económicos desafiantes

La palabra recesión se ha convertido en un tabú en el mundo de los negocios. Esto particularmente aplica en América del Sur, donde muchas organizaciones están tratando de mantenerse a flote en un período de inestabilidad económica, aunque no necesariamente esto tenga que suceder así. Cuando se trata de estrategias lideradas por los responsables del área tecnológica, la

Spanish

Analytics

David PopeJuly 11, 2018 0

Analytics use cases for utilities: Portfolio analytics

SAS works with utilities all over the world, helping these companies capitalize on the value of analytics and become "digital utilities." When we talk to utilities, we look at analytics use cases across: assets and operations; customers; portfolio; and corporate operations (see diagram below). In this fourth post of my four-part

English

Energy & Utilities

Analytics

Mauricio GonzálezJuly 10, 2018 0

Cómo los datos le permiten tomar mejores decisiones de negocio a las empresas

Usted y su compañía lo hacen todos los días: toman decisiones vitales para responder y adaptarse al entorno en el que se mueven. Para hacerlo, desmenuzan y analizan una gran cantidad de información proveniente de todas las áreas de negocio. Actualmente, un número cada vez mayor de organizaciones aplica innovaciones

Spanish

Hospitality | Manufacturing | Retail

Analytics

GastbeitragJuly 9, 2018 0

Kundenverständnis mit Analytics steigern

Fazit: Wie Analytics und CEM gemeinsam den Weg zu loyalen Kunden weisen (Kundenverständnis) . Ein positives Kundenerlebnis ist heute eine selbstverständliche Erwartung der Verbraucher. Um einen Kunden zu begeistern und dadurch zu binden, sollte ein starkes, analytisch gestütztes CEM (Customer Experience Management) im Unternehmen etabliert werden, das konsequent weiterentwickelt wird.

German

Analytics

Georgia MarianiJuly 9, 2018 0

U of Oklahoma attracting new Sooners sooner with analytics

Like the fabled winds of song, new students come sweepin’ down the plains to the University of Oklahoma, with a little help from analytics. I recently had the opportunity to chat with Lisa Moore, Data Scientist at the University of Oklahoma, on her expanding use of predictive analytics. It had

English

Education

Analytics | Programming Tips

Rick WicklinJuly 9, 2018 0

The intersection of two line segments

Back in high school, you probably learned to find the intersection of two lines in the plane. The intersection requires solving a system of two linear equations. There are three cases: (1) the lines intersect in a unique point, (2) the lines are parallel and do not intersect, or (3)

English

Analytics | Artificial Intelligence | SAS Events

Kristine VickJuly 6, 2018 0

What can Michael Chui teach you about AI?

Are you still learning about artificial intelligence (AI) and researching how it can be applied to your business scenarios? In a recent Harvard Business Review webinar, Editor of Special Projects & Research at HBR, Angelia Herrin, had an opportunity to discuss the value of AI to organizations with both Michael

English

Analytics | Customer Intelligence

David PopeJuly 5, 2018 0

Analytics use cases for utilities: Customer analytics

Our company talks to utilities all over the world about the value of analytics and "the digital utility," and we share analytics use cases across: assets and operations; customers; portfolio; and corporate operations (see diagram below). In this third post of my four-part series, I'll highlight a customer analytics use case. Customer

English

Energy & Utilities

Analytics | Programming Tips

Rick WicklinJuly 5, 2018 0

Compute derivatives for nonparametric regression models

SAS enables you to evaluate a regression model at any location within the range of the data. However, sometimes you might be interested in how the predicted response is increasing or decreasing at specified locations. You can use finite differences to compute the slope (first derivative) of a regression model.

English

Analytics

Business Analytics PortugalJuly 4, 2018 0

5 Benefícios da implementação de sistemas de Business Analytics

Atualmente, os dados são um dos ativos mais importantes das organizações. As organizações reúnem diferentes tipos de dados que são posteriormente processados e analisados para uma melhor compreensão da evolução das necessidades dos seus clientes. Os termos Business Analytics e Business Intelligence fazem parte da solução que ajuda as organizações a tomarem decisões baseadas

Portuguese

Analytics | Data Visualization

SAS KoreaJuly 4, 2018 0

데이터 시각화로 살펴본 ‘2018 국제 축구 대회’ 이모저모!

전 세계의 이목이 러시아에 향해 있습니다. 바로 2018년 국제 축구 대회 때문인데요. 오늘은 바로 이 국제 축구 대회에 대한 다양한 데이터를 시각화하고, 지난 대회 결과로부터 어떤 인사이트를 얻을 수 있는지 살펴보고자 합니다! 전 세계 축구팀들은 대회를 위해 얼마나 멀리 이동할까요? 데이터 시각화 리포트가 보이지 않으시면 클릭하세요. 위 보고서는 참가국들이 조별 리그 동안 얼마나 멀리

Korean

Sports & Entertainment

Analytics | Artificial Intelligence

Olivier ZaechJuly 4, 2018 0

Der neue Trend: Life Sciences mit KI

Künstliche Intelligenz wird meist mit Alexa und Siri oder Chatbots bei Banken und Callcentern assoziiert. Eher selten wird über das Potenzial der KI-Technologien in den Life Sciences und im Gesundheitswesen gesprochen – die Idee ist aber im Kommen. Das zeigt eine aktuelle Studie von Accenture: 74 Prozent der Führungskräfte in

German

Health Care | Life Sciences

Advanced Analytics | Analytics | Artificial Intelligence | Machine Learning

Makoto Unemi (畝見真)July 4, 2018 0

「Pipefitter」の応用～CNN(特徴抽出器)＋機械学習(分類器)でCNNの欠点を補完

前回は、SASの「Pipefitter」の基本的な使用方法を紹介しました。続く今回は、基本内容を踏まえ、ひとつの応用例を紹介します。 SAS Viyaのディープラーニング手法の一つであるCNNを「特徴抽出器」として、決定木、勾配ブースティングなどを「分類器」として使用することで、データ数が多くないと精度が出ないCNNの欠点を、データ数が少なくても精度が出る「従来の機械学習手法」で補強するという方法が、画像解析の分野でも応用されています。以下は、SAS Viyaに搭載のディープラーニング（CNN）で、ImageNetのデータを学習させ、そのモデルに以下の複数のイルカとキリンの画像をテストデータとして当てはめたモデルのpooling層で出力した特徴空間に決定木をかけている例です。 In [17]: te_img.show(8,4) 以下はCNNの構造の定義です。 Build a simple CNN model In [18]: from dlpy import Model, Sequential from dlpy.layers import * from dlpy.applications import * In [19]: model1 = Sequential(sess, model_table='Simple_CNN') Input Layer In [20]: model1.add(InputLayer(3, 224, 224, offsets=tr_img.channel_means)) NOTE: Input

Japanese

Analytics

Business Analytics PortugalJuly 3, 2018 0

IoT: os dados são o combustível, as analíticas o motor

O mundo interconectado. Um mundo inteligente. Onde as empresas/marcas têm acesso a dados que permitem oferecer, aos clientes, soluções/produtos personalizados. Bem-vindos ao mundo (utópico?) da Internet das Coisas. Mas será que esta visão é viável? Como é que as empresas conseguirão atingir este cenário? Falámos com um dos especialistas na

English | Portuguese

Analytics

Santiago Fainstein, Regional Pre Sales Division de SAS

SAS ColombiaJuly 3, 2018 0

El uso de la analítica avanzada es la respuesta, pero, ¿cuál es la pregunta?

En el marco de la 4ª Convención Latinoamericana de Analítica, uno de los temas centrales fue la importancia de que las empresas saquen todo el potencial de sus datos para que la tecnología que implementan pueda mostrar su máximo valor en el marco de la Transformación Digital de sus negocios.

Spanish

Banking | Communications | Health Care | Hospitality

Analytics

Cinco novedades en materia regulatoria que vienen para Colombia el próximo año

Mauricio GonzálezJuly 3, 2018 0

Datos, el detonador de los gobiernos digitales

Cae una lluvia torrencial en un área densamente poblada. Los niveles se elevan rápidamente. Al llegar a un punto determinado, un sensor envía una señal a un centro de control desde el cual se abren unas compuertas que aceleran el desahogo de las aguas pluviales para evitar inundaciones. En otro

Spanish

Government

Analytics | Data Visualization | Programming Tips

Robert AllisonJuly 2, 2018 0

When will women control state legislatures?

In FiveThirtyEight's Significant Digits section, they recently mentioned that nine states could potentially have 50% or more females in their legislature after the upcoming election. My first thought - I need to see some graphs! They linked to a New York Times article that had some interesting graphs. There was

English

Analytics

Kristine VickJuly 2, 2018 0

Everything you need to know about the weekly #SASChat

Looking to connect and engage with other like-minded people in a meaningful way? A #SASchat might just what you’re looking for! #SASChat is SAS’ version of a Twitter chat: a live, online event that works like any get-together. Participating in a #SASchat is a great way to: Engage with an

English

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