Author: SAS Blogs

Feed: SAS Blogs. Author: Byoung-Jeong Choi. 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 한정하는 일반적인 AutoML과 달리, 데이터(Data)-분석(Discovery)-적용(Deployment)으로 이어지는 분석 라이프사이클 전반을 지원하는 SAS AutoML을 소개해 드렸습니다. SAS AutoML 서비스인 SAS AI-Enhanced Analytics는 더 빠르게 분석을 수행하고 더 빠르게 배포하여 가치가 실현되는 시기를 앞당깁니다. 이후에도 모델을 지속적으로 모니터링하여 성능이 떨어지면 자동 셀프러닝을 통해 성능을 유지합니다. 지난 AutoML ... Read More

Feed: SAS Blogs. Author: Felix Liao. Everyone knows that SAS has been helping programmers and coders build complex machine learning models and solve complex business problems for many years, but did you know that you can also now build machines learning models without a single line of code using SAS Viya? SAS has been helping programmers and coders build complex machine learning models and solve complex business problems over many years. Building on the vision and commitment to democratize analytics, SAS Viya offers multiple ways to support non-programmers and empowers people with no programming skills to get up and running ... Read More

Feed: SAS Blogs. Author: Anjelica Cummings. 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 stretch to turn the Global Goals into reality. Typically, I’d say 10 years feels more like a lifetime away, but not when I look at the magnitude of these goals—ending poverty, combating climate change, ensuring global food security, and creating access to decent work ... Read More

Feed: SAS Blogs. Author: Paata Ugrekhelidze. When I first started building predictive algorithms, I was solely focused on increasing the model's accuracy. I have steadily learned more sophisticated algorithms and how to manipulate training data to better fit the model and better represent real test cases. As problems become more sophisticated and the amount of data increases, the learning frameworks that handle distributed training become more important. Having a model to solve a task is great, but for it to be truly useful, we must deploy it where it is needed. However, this is not simple, because model deployment requires ... Read More

Feed: SAS Blogs. Author: Andrea Deinert. Gespräch mit Hans-Peter Zorn, AI-Influencer und Praktiker zugleich, der die Akademie und die Praxis zusammenbringt. Heute gehe es um die kleinen Entwicklungen. So neu sei das alles gar nicht. Viel heiße Luft um nichts Dolles. Und so freut Zorn der Hype um KI. Er werfe ein helles Licht auf sie und ihre Forschungen.  Um diesen Mann kennenzulernen, kann man ihm auf Twitter folgen und seiner Community von mehr als 11.000 Mitgliedern beitreten (@data_hpz). Oder man geht die Abkürzung und fragt nach, ob er sich kurz zusammenfassen könnte. Freundlich wie er ist, tut er das ... Read More

Feed: SAS Blogs. Author: Alyssa Grube. Oliver Schabenberger, Executive Vice President, Chief Operating Officer and Chief Technology Officer The path to leadership and growth isn’t always linear – in fact, it’s often more of a jungle gym. Our own Oliver Schabenberger has experienced this firsthand through his own “accidental” journey to leadership. After studying and working in forest management and then academia, he began his career at SAS as a software developer. That was 18 years ago. Today, he leads almost 11,000 people as Chief Operating Officer and Chief Technology Officer at SAS. Recently, Oliver sat down with Tim Salau, ... Read More

Feed: SAS Blogs. Author: Rick Wicklin. 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 solve restricted least squares problems. However, if a constraint is an INEQUALITY instead of an EQUALITY, then (in general) a least squares method does not solve the problem. Therefore, you cannot use PROC REG to solve problems that have inequality constraints. This ... Read More

Feed: SAS Blogs. Author: Mike Gilliland. 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 to practitioners. Fast forward to 2000, when Michael Lawrence** penned another editorial in the IJF, lamenting the lack of progress toward Chatfield's goal, and deploring the lack of research examining the causes. More recently, Morlidge's studies (cited frequently in this blog), show businesses in ... Read More

Feed: SAS Blogs. Author: davidwendt. 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 zou helemaal mooi zijn als zij deze felbegeerde ICT-prijs in de wacht slepen! Jij kunt daarbij helpen: de einduitslag wordt namelijk voor 50% bepaald door het publiek. Stemmen dus! Je kunt stemmen op Notilyze onder de categorie “Services”. Stemmen kan tot en met 1 november ... Read More

Feed: SAS Blogs. Author: Francois Jaussaud. Je m’appelle Franck. Je suis consultant. Depuis 2003, j’accompagne de grands établissements pour renforcer leurs dispositifs de lutte contre le blanchiment 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 ma condition : je suis – à mon échelle – un docteur Frankenstein ! Mes Frankenstein », ou la vérité sur les faux-positifs : quand un consultant fait son introspection et repense la collaboration homme+machine pour redonner vie aux métiers de la compliance. Un article ... Read More