Find out how analytics, from data mining to cognitive computing, is changing the way we do business
기업이 데이터 기반의 의사결정을 하기 위해서는 AI를 특정 영역이 아닌 분석 라이프사이클 전반으로 확대하고, 이 라이프 사이클은 의사결정 프로세스와 연결돼야 합니다. 개방된 플랫폼에서 분석 시간을 줄이고, 그 결과를 운영시스템에 빠르게 적용해 더 큰 비즈니스 가치를 실현할 수 있어야 합니다. 지난 시리즈에서는 모델링 작업을 위한 피처 자동 생산과 자동 튜닝 정도로
Five years ago, 193 countries joined forces and formed the United Nation’s Sustainable Development Goals. These goals, which are commonly referred to as the Global Goals, serve as a universal promise—an ambitious pledge to build a better future for people and planet by 2030. This year marks the final 10-year
Innovation is currently an extremely desirable feature for every country. However, a ranking published by the European Commission shows that Poland is struggling to create an environment that supports development. Development and innovation need people with competence in new technologies, such as analytics. Last year’s Modelling for Business conference showed
What analytics architecture is needed to support an accelerator? I have recently been working with my colleague Jussi Martikka to extract lessons from the City of Helsinki’s AI Experimentation Accelerator work. We used the steps of the accelerator process to define the analytics architecture needed. This was a useful way
A previous article discussed how to solve regression problems in which the parameters are constrained to be a specified constant (such as B1 = 1) or are restricted to obey a linear equation such as B4 = –2*B2. In SAS, you can use the RESTRICT statement in PROC REG to
Misschien heb je het al gehoord: SAS partner Notilyze is genomineerd voor de Computable Awards 2020 in de categorie Services! Met deze prijzen erkent het vakblad Computable bedrijven, projecten en personen die zich het afgelopen jaar hebben onderscheiden in de ICT. SAS is trots dat Notilyze is genomineerd, en het
The practice of business forecasting falls well short of the potential exhibited in academic research and forecasting competitions. Chris Chatfield* noted this in a 1986 editorial in the International Journal of Forecasting, where he called on statisticians to find a better way of communicating the better use of existing methods
Je m’appelle Franck. Je suis consultant. Depuis 2003, j’accompagne de grands établissements pour renforcer leurs dispositifs de lutte contre le blanchiment (AML) et le financement du terrorisme en déployant des progiciels. 17 ans sont passés, ils fonctionnent toujours. Problème : ils sont devenus des monstres ! Je prends conscience de
Getting people with mental health conditions the help they need is a top priority for many Californians, according to a recent California Health Care Foundation report. In 2004, Golden State voters approved the Mental Health Services Act (MHSA). Enacted into law in January 2005, MHSA has generated approximately $15 billion
In the third post of his series, Jim Harris looks at types, terms and timing of coronavirus tests.
Whenever I talk to actuaries across EMEA, they are very consistent in the many anchor points they see for actuarial modernization in order to be future-proof. In this article, I would like to share some of them. Anchor points for actuarial innovation The most time-consuming task is, of course, getting
A data analyst recently asked a question about restricted least square regression in SAS. Recall that a restricted regression puts linear constraints on the coefficients in the model. Examples include forcing a coefficient to be 1 or forcing two coefficients to equal each other. Each of these problems can be
The popular image of data scientists is very much a bit of a geek or nerd. However, that’s not strictly accurate. It may not be – as Harvard Business Review famously suggested – the sexiest job of the 21st century. But it is a long way from the perceived world
Las compañías son hoy más conscientes que nunca de la necesidad de basar su toma de decisiones de negocio en datos para que éstas sean lo más objetivas y fundamentadas posible. Esta tendencia está teniendo un impacto en la demanda de perfiles analíticos, capaces de interpretar los datos y extraer
¿Por qué es hoy el mejor momento para migrar a la nube? Porque su conveniencia, ubicuidad y flexibilidad permiten que una organización siga operando sin interrupción en situaciones normales y extraordinarias, ya sea una crisis económica, política, natural o sanitaria como la actual. Pero también porque la nube ha alcanzado
Os algoritmos de mineração de dados podem ser divididos em 4 grupos, a saber: aprendizado supervisionado, aprendizado não-supervisionado, aprendizado semissupervisionado e aprendizado por reforço. Embora os dois primeiros sejam vastamente conhecidos e implementados, os dois últimos não possuem a mesma popularidade. Mas, como veremos a seguir, isso não se deve
To get 100% right at a test is something that does not happen every day. But it is achievable. There are different ways of getting a high score and here is one example. Laurent Barmaverain - a business intelligence and data science master's degree student at the university of Turin,
After a day out shoveling snow from a freak early September storm, here is editor-in-chief Len Tashman's preview of the Fall 2020 issue of Foresight: The International Journal of Applied Forecasting. Preview of Foresight (Fall 2020) The Fall 2020 issue of Foresight—number 59 since inception in 2005—features the final installment of
Congratulations to Rick Wicklin for 10 Years of The Do Loop Rick Wicklin, author of The Do Loop I want to take a moment to congratulate my colleague Rick Wicklin on the 10th Anniversary of his blog, The Do Loop. Rick is Distinguished Researcher in Computational Statistics at SAS, and our
I previously wrote about the RAS algorithm, which is a simple algorithm that performs matrix balancing. Matrix balancing refers to adjusting the cells of a frequency table to match known values of the row and column sums. Ideally, the balanced matrix will reflect the structural relationships in the original matrix.
Heather Cartwright, General Manager of Microsoft Health, joined me to contemplate the new horizons in healthcare made possible by SAS and Microsoft’s new strategic partnership. The four walls of the doctor’s office are disappearing. Following decades of planning for hypotheticals, this year health care organizations were compelled to make good on the promise of digital transformation. Meeting the
La migración de una operación analítica a la nube abre un amplio abanico de ventajas para las organizaciones: procesamiento y análisis de datos para encontrar las respuestas a sus problemas de negocio más apremiantes, tomar las decisiones más informadas posibles, e identificar oportunidades para crecer, innovar y ser rentables. Les
Local government gets some bad press. There is no doubt that some could be better, but many are strongly focused on delivering high-quality services for their citizens. However, these "good news" stories seldom make the press – even in local newspapers in slow weeks. Like most public sector organisations around
Los días de compras diferenciadas -como los días sin IVA llevados a cabo en varios países latinoamericanos y los que aún hay programados por ejemplo en Colombia para septiembre- deben dejarnos experiencias y aprendizajes. Es cierto que hay que seguir reforzando los controles de bioseguridad y que cuidar la salud
Matrix balancing is an interesting problem that has a long history. Matrix balancing refers to adjusting the cells of a frequency table to match known values of the row and column sums. One of the early algorithms for matrix balancing is known as the RAS algorithm, but it is also
La desinformación y las fake news constituyen hoy en día una de las principales amenazas para la libertad de información y el pensamiento crítico de la sociedad. En épocas de gran incertidumbre, como la derivada de la pandemia del COVID-19, las fake news pueden llegar a tener consecuencias aún más
Muchos de los procesos de transformación digital que venían desarrollando las empresas se han visto acelerados como consecuencia de la pandemia vivida en el mundo este año. La transformación hacia lo digital vivida durante este año, la abrupta llegada de muchos al comercio electrónico, descubrir que no hacen falta oficinas
My name is Carlotta Pacifici, I’m 25 years old and I live in Rome. Last November, I started an internship at SAS while completing my degree course in statistics at the University of Rome La Sapienza. How it began I first got to know SAS in the first year of
Passados alguns meses desde a emergência do novo coronavírus, os impactos da crise de saúde pública e econômica já são notáveis no mundo inteiro. Um deles, infelizmente, é o aumento significativo na incidência de fraudes. Entre os motivos para o fato estão a disrupção de rotinas normais de trabalho e
Through our new strategic partnership, SAS and Microsoft are helping the public sector realize the power of analytics in the cloud. I spoke with Daniel Sumner, Worldwide Director of Smart Infrastructure at Microsoft, to explore the possibilities of more robust analytics and cloud strategies in government — and the technology
