Move beyond spreadsheets to data mining, forecasting, optimization – and more
The advantage of using SAS PROC KPCA is that you can preprocess your data so that you can classify groups with nonlinear classification boundaries.
La corrupción sigue siendo uno de los principales obstáculos para el desarrollo social y económico de los países latinoamericanos, pero uno de los que más puede ser impactado por la analítica avanzada con inteligencia artificial. Cálculos del Banco de Desarrollo de América Latina CAF estiman que por este flagelo se
Un análisis publicado recientemente en Lexology, un servicio de análisis por internet de diferentes temas que ofrece la firma legal DLA Piper, puso en contexto claro lo que ha venido pasando con tecnologías como blockchain y activos virtuales o criptomonedas, y el impacto que están teniendo como una nueva forma
From rising operating costs to wage inflation, business leaders are facing challenges on an unprecedented scale. For small and medium-sized enterprises (SMEs) in particular, this is driving the need for more in-depth data gathering, understanding and insight generation to inform smarter decision making and identify cost-saving opportunities. Some might remember
Billy Dickerson of SAS R&D chronicles three key challenges and lessons learned in SAS' journey to continuous integration (CI) and continuous delivery (CD).
La aplicación de NIIF 9 (IFRS, sus siglas en inglés), respecto a pérdidas crediticias esperadas (ECL, sus siglas en inglés), ha significado para las instituciones financieras desafíos importantes, los cuales se derivan de la propia naturaleza del estándar, basado en principios. Su esencia e iniciativa reside en poder estimar adecuada
El Buen Fin 2022, el evento comercial más esperado por millones de consumidores mexicanos tendrá lugar del 18 al 21 de noviembre. A lo largo de una semana, estarán a su disposición productos y servicios, promociones especiales y esquemas de pago de meses sin intereses. La derrama económica esperada de
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.
SAS' Yogender Kushawah introduces you to mining long sequences efficiently using the seqmc action in SAS Visual Analytics.
Higher Education has been slow to adopt analytics in comparison to the commercial sector, but those institutions that have embraced a culture of analytics have seen significant and tangible results. Higher Education analytics can help in nearly every corner of academia including enrollment and retention, student success, academic research and
Childbirth should be a safe and joyous occasion as parents welcome a new member into their family. Still, too often, that joy is overshadowed by maternal complications, including maternal and infant death. Each year in the United States, as many as 60,000 women experience severe, unexpected health problems related to
For many countries, their plan for the future focuses on a transition to a smart jobs economy. And for many organisations, the key to thriving in an innovative jobs economy centres on bringing talented individuals—with a particular focus on technology—and connecting them with roles that best utilise their talents. Talent
SAS' Bahar Biller and Xi Jiang use the example of a semiconductor manufacturing plant to illustrate the role of sensitivity analysis in assessing supply chain risk.
With dynamically changing revenue streams, critical infrastructure needs and current higher-than-average gas prices and inflation concerns, transportation agencies around the country are using data to enable analytically driven decisions while navigating complex business challenges. Today's transportation industry is ripe with opportunities for innovation and growth. And this is especially true
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.
A digitalização acelerada ao longo dos anos desde a Covid-19 deixou alguns legados para organizações, e a importância de construir uma cultura baseada em dados está entre eles. Afinal, dados impulsionaram a criação de novos modelos de negócio, mas também transformaram a forma pela qual empresas operam, administram seus talentos
O avanço e aceleração digital são uma realidade em todos os setores após o surgimento da pandemia, e empresas de varejo e bens de consumo não são exceção. Nas linhas a seguir, trago algumas reflexões sobre esta dinâmica neste segmento e o papel de advanced analytics na transformação de empresas
In the modern world, hyperautomation is a way to speed up the development and launch of new digital products and processes – but how exactly can this be done? Throughout part 1 and part 2 of this blog series, we’ve been looking at what hyperautomation is and what it looks
La analítica de datos es conocida porque permite detectar patrones y comportamientos para predecir situaciones. Gracias a ella, las instituciones tienen la capacidad de anticiparse a las necesidades de los ciudadanos y poder tomar decisiones. Otra de las aplicaciones que tiene para, por ejemplo, las marcas, es poder recomendar productos
Getting demand right – or getting it wrong – can have a significant impact on customer perceptions of your brand, particularly in this age of instant gratification. The need for agile, accurate demand planning has never been greater. Predicting forward-looking demand signals and shifting consumer demand patterns to recommend balanced, profitable commercial
To find exact duplicates, matching all string pairs is the simplest approach, but it is not a very efficient or sufficient technique. Using the MD5 or SHA-1 hash algorithms can get us a correct outcome with a faster speed, yet near-duplicates would still not be on the radar. Text similarity is useful for finding files that look alike. There are various approaches to this and each of them has its own way to define documents that are considered duplicates. Furthermore, the definition of duplicate documents has implications for the type of processing and the results produced. Below are some of the options. Using SAS Visual Text Analytics, you can customize and accomplish this task during your corpus analysis journey either with Python SWAT package or with PROC SQL in SAS.
SAS is excited to announce our inaugural Customer Appreciation Awards. We want to give a big “thank you” and a round of applause to all our SAS customers and partners around the globe who help us change the world through analytics. We want to recognize a few of you for
Quando a pandemia do COVID-19 atingiu a Indonésia, bloqueios e restrições de atividade fecharam grande parte do comércio, ameaçando o sustento de milhões de pessoas. Isso porque o país possui mais de 64 milhões de micro, pequenas e médias empresas (MPMEs), responsáveis por empregar 97% da força de trabalho do
Getting a new medicine to market is a marathon, not a sprint. Or perhaps a better analogy is a steeplechase, where competitors must overcome gruelling obstacles on their way to the finish line. Clinical trials are one of the biggest hurdles on the route to market and they’re getting more
Crises like the COVID-19 pandemic have increased the demand for public health experts who possess advanced analytics skills. After all, data – when properly collected, analyzed and understood – has immense power to inform decision-making. And in areas like public health, informed decision making can save lives. Azhar Nizam has
El sector de las telecomunicaciones no solamente es protagonista de la Transformación Digital por los procesos que se adelantan dentro de sus mismas empresas para evolucionar y apoyar a sus clientes, sino precisamente por la influencia que tienen para apoyar esa transformación en compañías de otras industrias. Se trata de
No segundo dia do SAS Explore, tivemos a abertura de Myiam Bialik, falando sobre os acontecimentos do dia anterior e contando o que teria por vir. Entre sessões inspiradoras e treinamentos gratuitos, o evento contou com lançamentos e spoilers para os anos seguintes, além de muitos casos de sucesso. Após
Estudos indicam que, ao longo dos últimos anos, aumentaram os casos de propagação de discursos de ódio e de notícias falsas. Especialmente no ano de 2022 há uma preocupação muito grande quanto à utilização desses recursos ilegítimos para finalidades eleitorais. Técnicas analíticas podem ser empregadas para estimular campanhas eleitorais que
You’re down by 10 points in your NFL fantasy football league, and you need to choose a wide receiver from the free agency pool because your starter was injured. How do you decide to get the 11 points required for a win? What methods will you use to lead you
SAS' Gunce Walton introduces to you a new scoring capability, how it utilizes Deep Neural Networks (DNNs) and shares use cases with PROC DEEPCAUSAL.
