Advanced Analytics | Analytics | Data for Good | Data Visualization | Machine Learning

Carlos PinheiroDecember 21, 2020 0

How to plan an optimal tour using Network Optimization in SAS Viya

A good public transportation system is crucial to develop smart cities, particularly in great metropolitan areas. Network optimization algorithms can be applied to better understand urban mobility, particularly based on a multimodal public transportation network.

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English

Hospitality | Travel

Analytics | Artificial Intelligence | Data for Good | Machine Learning

David PopeDecember 18, 2020 0

Hackin' around the decision tree

Tis the season for my annual, fun Christmas themed blog post! This is the seventh year and my tenth song. I hope you enjoy this 2020 holiday song (to the tune of Rockin' around the Christmas Tree). Hackin around the Decision Tree at the SAS party hackathon Data science algorithms

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English

Analytics | Artificial Intelligence | Machine Learning | Students & Educators

Sofia RealDecember 17, 2020 0

A ponte perfeita entre o mundo académico e o mundo empresarial

No início de 2020, numa parceria entre a Universidade de Lisboa e o SAS Portugal, foi criada a disciplina Practical Statistics and Data Science. Esta disciplina passou a fazer parte do plano de estudos do Mestrado em Matemática Aplicada à Economia e Gestão da Faculdade de Ciências da Universidade de

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Portuguese

Machine Learning

Afshin OroojlooyDecember 16, 2020 0

Application of reinforcement learning to control traffic signals

In this article, we summarize our SAS research paper on the application of reinforcement learning to monitor traffic control signals which was recently accepted to the 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada. This annual conference is hosted by the Neural Information Processing Systems Foundation, a non-profit corporation that promotes the exchange of ideas in neural information processing systems across multiple disciplines.

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English

Advanced Analytics | Analytics | Artificial Intelligence | Machine Learning

Guilherme ReisDecember 15, 2020 0

Mayor valor y madurez digital, la nueva cara del ROI

El retorno de la inversión (ROI) es el parámetro por excelencia para dimensionar la efectividad de los proyectos de TI. Conocer el tiempo en que dicha inversión se recuperará y comenzará a brindar los beneficios planeados a la organización ha sido el termómetro para medir el éxito y el punto

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Spanish

Banking | Retail

Advanced Analytics | Artificial Intelligence | Learn SAS | Machine Learning

Jinmo ChoiDecember 11, 2020 0

[텍스트 분석 #3]영화 리뷰 데이터를 사용하여 분류 규칙 개발하기

지난 텍스트 분석 시리즈 2편에서는 보험사의 데이터를 이용하여 예측 모델을 개발하고, 모델의 성능을 개선하여 고객 행동에 대한 예측도를 높이는 방법을 살펴봤습니다. 이번에는 영화 리뷰 데이터를 사용하여 분류 규칙을 개발하는 과정을 SAS Visual Text Analytics를 중심으로 알아보겠습니다. SAS Visual Text Analytics(이하, VTA)는 대용량의 비정형 데이터로부터 쉽게 인사이트를 추출할 수 있도록 설계된

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Korean

Sports & Entertainment

Advanced Analytics | Machine Learning

Hui LiDecember 9, 2020 0

Which machine learning algorithm should I use?

This resource is designed primarily for beginner to intermediate data scientists or analysts who are interested in identifying and applying machine learning algorithms to address the problems of their interest. A typical question asked by a beginner, when facing a wide variety of machine learning algorithms, is “which algorithm should

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English

Advanced Analytics | Artificial Intelligence | Learn SAS | Machine Learning

Jinmo ChoiDecember 9, 2020 0

[텍스트 분석 #2]텍스트 변수로 예측 모델링의 성능 개선하기

지난 텍스트 분석 시리즈 1편에서는 텍스트 토픽을 분류하여 빠르게 인사이트를 확보하는 방법을 소개해드렸습니다. 이번에는 텍스트 데이터를 기반으로 고객의 행동을 예측하고, 예측 모델링의 성능을 개선하는 방법을 알아보겠습니다. 이 작업에는 SAS의 머신러닝 솔루션인 SAS Visual Data Mining & Machine Learning(VDMML)이 유용합니다. 지금 이 시간에도 수많은 데이터 분석가들은 모델이 높은 성능을 발휘하도록 다양한

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Korean

Insurance

Analytics | Artificial Intelligence | Machine Learning

Héctor CoboDecember 8, 2020 0

Inteligencia artificial en México, un mercado que madura

En algún momento, la inteligencia artificial (IA) y el machine learning (ML) parecían algo complicado y costoso para las empresas. Hoy, su efectividad y ubicuidad les ha abierto la puerta para incorporarlos a distintas actividades productivas. Ya no se cuestiona su relevancia. Actualmente, las organizaciones están conscientes de que el

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Spanish

Banking | Energy & Utilities | Manufacturing | Retail

Advanced Analytics | Artificial Intelligence | Data Visualization | Learn SAS | Machine Learning

Jinmo ChoiDecember 2, 2020 0

[텍스트 분석 #1]텍스트 토픽 분류로 빠른 인사이트 확보하기

비정형 텍스트 데이터는 인류가 생성하는 가장 큰 데이터입니다. 더 나은 비즈니스 결정을 내리고, 제품 전략을 알리고, 고객 경험 개선에 도움이 되는 유용한 정보가 바로 이 데이터에 포함되어 있습니다. 비정형 텍스트 데이터의 잠재력을 최대한 활용해야 하는 이유입니다. 본 시리즈에서는 텍스트 데이터에서 인사이트를 얻는 주요 방법과 이를 위한 SAS 솔루션을 살펴봅니다. 전

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Korean

Analytics | Machine Learning

Matthew StainerNovember 30, 2020 0

A new cool machine learning technique?

I believe the most important part of the analytics lifecycle is defining the business question being asked.

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English

Analytics | Data for Good | Machine Learning

Alison BolenNovember 20, 2020 0

It's personal: SAS data scientists explore racial disparities in NYC housing data

Most New Yorkers like to fantasize about owning and living in a classic New York City brownstone, complete with high ceilings, large windows and a front stoop. You can picture yourself sitting there alongside the iron railing with a cup of coffee while you watch the city wake up and

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English

Machine Learning

Katie TedrowNovember 18, 2020 0

Enhancing your Natural Language Processing: Intro to Conversational AI

Conversational AI can offer a way to provide that always-on 24/7, fast, convenient experience that can go anywhere (phone, computer smart speakers, even your car). It can provide a human-like experience through real-time, personalized interaction with AI running in the background. This technology is being applied across many industries for a variety of use cases (both customer-facing and for internal use).

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English

Advanced Analytics | Analytics | Artificial Intelligence | Learn SAS | Machine Learning | Programming Tips

KwangRae KimNovember 4, 2020 0

[SAS로 딥러닝 시작하기#2]딥러닝 성능 개선 방법 '하이퍼파라미터 튜닝'

지난 딥러닝 시리즈에서는 SAS Visual Data Mining and Machine Learning을 활용한 딥 러닝 모델 생성에 대한 내용 중 <기본 심층 신경망(DNN) 모델 아키텍처와 배치 정규화를 사용한 DNN 모델 구축>에 대해 소개해 드렸습니다. 이번 시리즈에서는 딥 러닝 성능을 개선할 수 있는 하이퍼파라미터를 조정에 대해 소개해 드립니다. 일정 기간에 걸쳐 성능이 향상되고

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Korean

Analytics | Artificial Intelligence | Fraud & Security Intelligence | Machine Learning

Caroline S PayneNovember 3, 2020 0

6 steps for end-to-end processing of fraud and corruption detection

Detecting malpractice and crime – whether it is fraud, people smuggling, avoiding customs or organised crime – is a complex process. Detection is all very well and a necessary step. But what are the outcomes that your organisation needs? And what workflows and triggers do you need in place to

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English

Government

Advanced Analytics | Artificial Intelligence | Learn SAS | Machine Learning | Programming Tips

KwangRae KimOctober 23, 2020 0

[SAS로 딥러닝 시작하기#1]기본 DNN, 배치 정규화를 사용한 DNN 모델 구축

딥 러닝은 인공 지능과 함께 유비쿼터스가 된 머신 러닝의 한 영역입니다. 딥 러닝 모델의 복잡하고 뇌와 유사한 구조는 대량의 데이터에서 복잡한 패턴을 찾는 데 사용됩니다. 이러한 모델은 일반 지도 학습 모델, 시계열, 음성 인식, 객체 탐지 및 분류, 감성 분석의 성능을 크게 향상시켰습니다. 사전 정의된 방정식을 실행하도록 데이터를 구성하는 대신

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Korean

Advanced Analytics | Artificial Intelligence | Machine Learning

Udo SglavoOctober 22, 2020 0

Your recipe for unlimited capacity starts in the cloud

The first principle of analytics is about bringing the right analytics technology to the right place at the right time. Whether your data are on-premises, in the cloud, or at the edges of the network – analytics needs to be there with it. Being true to this principle means we

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English

Artificial Intelligence | Machine Learning

Veronique Van VlasselaerOctober 21, 2020 0

How to make sure AI and ML models survive and thrive

SAS' Véronique Van Vlasselaer reveals why managing model performance is as important as putting them into production.

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English

Machine Learning

Katie TedrowOctober 20, 2020 0

Discovery techniques for enhancing your natural language processing

Discovery is an important part of setting up your analysis for success – essentially it prevents you from plunging into a haystack to try to find that elusive needle, and rather, helps you organize the haystack into neater, compact organized bales that you can navigate with ease. Proper discovery can help you more efficiently find patterns in your data set.

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English

Advanced Analytics | Artificial Intelligence | Machine Learning

Wayne ThompsonOctober 19, 2020 0

6 questions about the future of AI  

What does the AI enterprise of the future look like? That’s a tough question that I’ve been asked to consider, along with a distinguished panel at Valley ML AI Expo 2020.  The title of the panel is, “Life, the Universe and the AI Enterprise of the Future.” Based on an initial chat with panel chair Gautam Khera, I’ve written up some possible topics we’ll be covering on the panel. Consider

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English

Advanced Analytics | Analytics | Artificial Intelligence | Machine Learning

Charlie ChaseOctober 19, 2020 0

Is short-term demand sensing a key component of your digital supply chain transformation?

Depending on who you talk to, you'll get varying definitions and opinions regarding demand sensing. Anything from sensing short-range replenishment based on sales orders, to the manual blending of point-of-sales (POS) data and shipments. But a key component for retailers and CPG companies is accurately forecasting short-term consumer demand to

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English

AgTech | Manufacturing | Retail

Advanced Analytics | Analytics | Artificial Intelligence | Data Management | Machine Learning | Programming Tips

Mariana FontaneziOctober 16, 2020 0

SAS para Ciência de Dados? Sim!

A evolução do analytics e da ciência de dados gera constantes atualizações e transformações nas plataformas de análises. Este artigo tem o propósito de apresentar como o SAS tem acompanhado essa evolução. Ambiente Integrado: uma única plataforma, diversas tarefas O SAS oferece recursos que permitem acessar, explorar, transformar, analisar e

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Brazilian Portuguese

Advanced Analytics | Analytics | Artificial Intelligence | Internet of Things | Machine Learning

Blanca GonzálezOctober 14, 2020 0

La ciencia de datos en el trayecto hacia la nueva normalidad

La ciencia de datos nos está ayudando a entender y, sobre todo, a proponer soluciones viables para los problemas más complejos que como sociedad e industria enfrentamos actualmente. Sin importar el perfil o sector de las organizaciones, las áreas de TI han encontrado en la ciencia de datos una alternativa

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Spanish

Machine Learning

Spiros PotamitisSeptember 30, 2020 0

Forecasting – Why Managers Should Care

When the automatic time-series techniques can't produce adequately forecasts, a tool should be equipped with multiple machine learning techniques.

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English

Advanced Analytics | Machine Learning

Sophia RowlandSeptember 25, 2020 0

Operationalizing Consumer Complaint Monitoring

The Text Investigation Framework is a flexible solution for addressing text challenges across several domains. It was designed to create a process for turning unstructured text data into a decisioning system.

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English

Machine Learning

Paata UgrekhelidzeSeptember 22, 2020 0

Machine Learning Decisioning & System Automation with SAS Viya

We will combine three separate SAS Viya capabilities to create an application that can manage multiple models, interpret model outputs, and replace the production model if necessary

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English

Data Visualization | Machine Learning

Felix LiaoSeptember 22, 2020 0

The value of a low-code/no-code approach to building machine learning models

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

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English

Advanced Analytics | Artificial Intelligence | Data for Good | Data Visualization | Machine Learning

Jihye YooSeptember 16, 2020 0

SAS® on Azure, 세상을 바꾸는 세 가지 사례

최근 SAS는 클라우드에서 AI와 분석의 미래를 더욱 구체화하기 위해 마이크로소프트와 새로운 전략적 파트너십을 체결했습니다. 이번 파트너십으로 SAS 고객은 클라우드 환경에서 훨씬 수월하게 분석을 수행할 수 있습니다. 또한 SAS의 AI 및 분석 솔루션과 마이크로소프트 애저(Azure)의 긴밀한 통합으로 수백만 명의 애저 고객은 SAS 기술을 편리하게 활용하여 분석 성능을 한층 개선할 수 있습니다.

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Korean

Advanced Analytics | Analytics | Machine Learning

Aline RiquettiSeptember 15, 2020 0

O aprendizado semissupervisionado é para o seu tipo de problema?

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

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Brazilian Portuguese

Advanced Analytics | Machine Learning

Austin CookSeptember 11, 2020 0

Beyond NLP: Operationalizing Text Analytics

The Text Investigation Framework utilizes several technologies built on SAS Viya, including SAS Visual Text Analytics, SAS Visual Data Mining and Machine Learning, and SAS Visual Investigator. SAS Visual Investigator acts as the orchestrator to surface the results. With its broad set of capabilities, SAS Visual Investigator can perform scenario authoring, alert generation and disposition, and comprehensive workflow to gather vital outcomes and feedback.

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English