Soccer has been on my mind since the recent tournament in Russia, and fraud is always on my mind. Fighting fraud today means thinking about artificial intelligence (AI) and machine learning (ML). Everyone says so. Like me, you probably wonder how AI and ML work – especially in fraud. What
지난 7월 17일, 세계 이모티콘의 날을 맞아 애플, 유튜브, 페이스북 등 글로벌 기업들은 새로운 이모티콘을 공개하고 관련 설문조사 결과를 발표하는 등 다양한 이벤트를 진행했는데요. 많은 사람들이 습관처럼 사용하는 이모티콘은 온라인 비주얼 커뮤니케이션이라는 새로운 트렌드의 핵심 요소로 자리잡았습니다. 온라인, 특히 모바일에서 빠르고 명확하게 표현을 전달해야 할 때 이모티콘은 전 세계 누구와도
Word Mover's Distance (WMD) is a distance metric used to measure the dissimilarity between two documents, and its application in text analytics was introduced by a research group from Washington University in 2015. The group's paper, From Word Embeddings To Document Distances, was published on the 32nd International Conference on Machine
SAS Visual Text Analytics provides dictionary-based and non-domain-specific tokenization functionality for Chinese documents, however sometimes you still want to get N-gram tokens. This can be especially helpful when the documents are domain-specific and most of the tokens are not included into the SAS-provided Chinese dictionary. What is an N-gram? An
This post addresses connecting to SAS Viya using a One-Time-Password generated by SAS 9.4. We'll learn more about SAS Viya connecting with SAS 9.4 and talk about how this authentication flow operates and when we are likely to require it.
My local middle school publishes a weekly paper. Very recently, I noted an article in that paper regarding an expose on human trafficking overseas, "World Slavery: The Terrors Our World Tries to Forget." The eloquent article in part highlighted how children have been exploited in the fishing industry in Ghana
Num mundo de incertezas e desafios económicos, a importância da monitorização e medição do desempenho das organizações, conhecendo os comportamentos dos seus clientes e cumprindo as exigências regulatórias tornou-se evidente. Neste sentido, a Gestão de Informação, o Business Intelligence e o Analytics assim como a sua boa implementação, tornaram-se fatores críticos para a sobrevivência
You can still register for the 38th annual International Symposium on Forecasting, being held June 17-20 in Boulder, Colorado, at the foothills of the Rockies. Beyond the daily keynotes and over 150 presentations of new research, a separate Practitioner Track features talks on the application of forecasting research to organizational
SAS 솔루션으로 다양한 종류의 심층 신경망(DNN;Deep Neural Network) 모델을 구축할 수 있습니다. 구체적으로 컨볼루션 신경망(convolutional neural networks), 순환 신경망(recurrent neural networks), 순방향 신경망(feedforward neural networks), 오토인코더 신경망(autoencoder neural networks) 등을 생성할 수 있는데요. 오늘은 ‘SAS VDMML(Visual Data Mining and Machine Learning)'을 이용해 딥러닝 모델을 구축하는 방법을 자세히 설명해 드리고자 합니다. ‘SAS 클라우드 분석 서비스’를 활용한 딥러닝
15일 삼성동 코엑스 인터컨티넨탈 호텔에서 SAS 고객, 파트너, 산업별 전문가 650여명이 참석한 가운데 <SAS FORUM KOREA 2018>이 성황리에 개최됐습니다. 이번 포럼에서는 인공지능(AI), 머신러닝, 사물인터넷(IoT) 등 최신 기술을 활용한 고급 분석 전략과 다양한 비즈니스 혁신 사례가 논의됐는데요. 지금부터 그 현장의 하이라이트를 소개합니다! 먼저 오병준 SAS코리아 대표이사가 환영사를 통해 오늘날 애널리틱스 이코노미
Landmark population health study involving 50,000 northern Nevadans turns to SAS to reveal hidden health insights These are exciting times in health care. Earlier this week I read that the NIH will soon open enrollment for its “All of Us” initiative. The research program aims to compile the genetic and health
As health care evolves, its entire ecosystem – from payers and providers to pharmaceutical companies and government agencies – seeks to find common ground. More data is available than ever. But transforming information into innovation is challenging. Organizations strive to create shared goals, internally and externally, trying to improve patient
4月8日から9日まで、米国コロラド州デンバーにおいて、年次のSASグローバルイベント「SAS Global Forum」が開催されました。 今年のSAS Global Forumには、2月に開催された和歌山県データ利活用コンペティションにてSAS賞を受賞した専修大学のチームを招待しました。 SAS Global Forumでは、毎回、学生・教員が参加するAcademic Summitが開催されますが、今年も4月8日に開催された本イベントをレポートいたします。
SAS® supports the creation of deep neural network models. Examples of these models include convolutional neural networks, recurrent neural networks, feedforward neural networks and autoencoder neural networks. Let’s examine in more detail how SAS creates deep learning models using SAS® Visual Data Mining and Machine Learning. Deep learning models with
Last week at SAS Global Forum, SAS launched a new solution for law enforcement. Powered by SAS® Visual Investigator, SAS® Intelligence and Investigation Management helps agencies integrate information to uncover sophisticated criminal activity, make connections in real time, and enhance collaboration in investigations. Data and analytics can provide tremendous value
Data and analytics touch our lives every day. Consider: A call from your bank warning of a suspicious transaction. A well-timed discounted offer for something you need. Most people realize that data and analytics are behind these things, but they remain on the periphery of mainstream conversations. We need to
SAS Global Forum (Denver, April 8-11) Join over 5000 attendees at the biggest SAS event of the year, and see how SAS is embedding more artificial intelligence and automation into the SAS Platform. See the SAS Forecasting and Econometrics Community for the huge list of forecasting, econometrics, and time series
According to Glassdoor, data scientist tops the list of the 50 Best Jobs in America. The rankings are determined by combining three factors: number of job openings, salary and overall job satisfaction rating. With a median base salary of $110,000, an abundance of unfilled positions and high job satisfaction, there’s no denying that data science is hot.
Inspired by curiosity and backed by the most powerful analytics in the world, SAS discovers a new planet in our Solar system. See how we used SAS Viya to make this historic discovery.
Learn about the new feature of SAS Viya 3.3 that enables Kerberos delegation throughout the environment. It allows you to have end-user sessions in SAS Cloud Analytics Services that are able to use Kerberos to connect to Secured Hadoop.
We have updated our software for improved interpretability since this post was written. For the latest on this topic, read our new series on model-agnostic interpretability. Don`t jump into modelling. First, understand and explore your data! This is common advice for many data scientists. If your data set is messy,
I bet many of you didn’t even know the term machine learning five years ago. But Gartner did. The Gartner Magic Quadrant for Data Science and Machine Learning Platforms, 2018 was just released, and SAS has been in the leader’s quadrant for five years straight. According to Gartner, “This Magic
인공지능 활용 엔터프라이즈 분석 가능한 ‘SAS 플랫폼’ 최신 오퍼링 출시 SAS 코리아, 최신 머신러닝·자연어처리 등 인공지능(AI) 활용 분석 기능 강화 머신러닝·자연어처리로 비정형 데이터 가치 극대화 및 전 과정 시각화하는 엔드투엔드 비주얼 환경 제공 웹 인터페이스로 전체 분석 라이프사이클을 통합하고, 초보자부터 전문가까지 전사 협업 지원 미국적십자사·시스코·뮌헨재보험 등 도입… 분석 인사이트로 비즈니스
Part 5 of this series brings us to Rotterdam again, where I met with the two Notilyze founders Colin Nugteren and Tom Dogger. Both of them studied econometrics in Rotterdam, but go back as far as the F4 soccer team they were both playing in as kids. Company overview The
Do a quick search on “data scientist” on any of the popular job boards and there’s no denying the global shortage of data scientists is a real one. And, whether you’re looking for the salary commensurate with the prestigious title, a fast pass to the C-suite, or simply want to
우리 모두가 개인 비서의 도움을 받는 세상, 상상이 가시나요? 어쩌면 빠르게 다가올지도 모르겠습니다. 바로 가상 비서, 챗봇 기술의 발전 덕분인데요! 챗봇(chatbot)은 채팅(chatting)과 로봇(robot)의 합성어로 자연어 처리(NLP; Natural Language Processing)와 인공지능(AI)을 이용해 사람과의 대화를 시뮬레이션하고 응답을 도출하는 컴퓨터 프로그램입니다. 쉽게 말해 사람의 이야기에 알맞은 답이나 정보를 제공할 수 있는 기계죠. 단순하고 자동화된 작업을 처리할
As a former intelligence analyst, I can't help but breathe a huge sigh of frustration. The special AI "task forces" and their massive budgets are great, but it's time to get honest about the rest of the military. Ask any every day soldier, sailor, airman or Marine their opinion of
If you have worked with the different types of score code generated by the high-performance modeling nodes in SAS® Enterprise Miner™ 14.1, you have probably come across the Analytic Store (or ASTORE) file type for scoring. The ASTOREfile type works very well for scoring complex machine learning models like random
2018 lo iniciamos con fuerzas e ideas renovadas para desarrollar y alcanzar nuevas metas tanto en el ámbito personal como el empresarial. Particularmente, en este año nos enfrentamos al desafío de cumplir con las nuevas regulaciones impuestas por la Comisión Nacional Bancaria y de Valores (CNBV) y sus implicaciones inmediatas,
음악 추천부터 대출 심사, 직원 평가, 암 진단까지 현대 사회는 인공지능(AI)과 머신러닝 기반의 애플리케이션에 둘러싸여 있습니다. 기계가 사람을 대신해 내린 의사결정에 점점 더 많은 영향을 받고 있는데요. 일상적인 것부터 사람의 목숨이 걸린 중대한 의사결정에 이르기까지 우리는 머신러닝 모델에 수많은 질문을 던집니다. 이때 질문에 대한 답변은 ‘예측 모델’이 결정합니다. 생소하고 어려운 개념인데요. 데이터
