Blogs

Blogs

Machine Learning

Get the latest machine learning algorithms and techniques

Advanced Analytics | Analytics | Artificial Intelligence | Customer Intelligence | Machine Learning

Suneel GroverMarch 19, 2020 0

SAS Customer Intelligence 360: Analytics as a guiding light

Digital transformation. Yup, I said it. It's over-hyped. But as SAS Chief Operating Officer and Chief Technology Officer Oliver Schabenberger says, "It's also real and powerful. Our world is being liquefied from physical assets into virtual assets, and analog processes into digital processes - the world is turning into bits

Read More

Advanced Analytics | Machine Learning

Jeanne (Hyunjin) ByunMarch 11, 2020 0

SAS, 7년 연속 ‘데이터 사이언스 및 머신러닝 플랫폼’ 부문 리더 선정

SAS가 최근 글로벌 시장조사기관 가트너에서 발표한 ‘2020 가트너 매직 쿼드런트: 데이터 사이언스 및 머신러닝 플랫폼(2020 Gartner Magic Quadrant for Data Science and Machine Learning Platforms)’ 보고서에서 비전 완성도 및 실행력을 인정받아 리더로 선정됐습니다. SAS는 해당 부문에서 유일하게 7년 연속 리더로 선정됐는데요! 작년 대비 괄목할 만한 성장을 보이며 최상위 리더 제품으로

Read More

Advanced Analytics | Learn SAS | Machine Learning | Programming Tips

Suzanne MorgenMarch 5, 2020 0

Learn about new data mining and machine learning procedures in SAS Viya

Have you heard that SAS offers a collection of new, high-performance CAS procedures that are compatible with a multi-threaded approach? The free e-book Exploring SAS® Viya®: Data Mining and Machine Learning is a great resource to learn more about these procedures and the features of SAS® Visual Data Mining and

Read More

Analytics | Artificial Intelligence | Data for Good | Machine Learning

Oliver Schabenberger

Oliver SchabenbergerMarch 3, 2020 0

Improving lives through better decisions

The endpoint of analytics is not a report or an alert. The endpoint is a decision. Often those decisions are related to your business and you make them to reduce risks, improve production or satisfy customers. In health care, however, the decisions made with analytics can be a matter of

Read More

Analytics | Data Visualization | Machine Learning

Kris StobbeFebruary 19, 2020 0

Building Machine Learning Models by Integrating Python and SAS® Viya®

SAS' Kris Stobbe shows how you can predict survival rates of Titanic passengers with a combination of both Python and CAS using SWAT, then see how the models performed.

Read More

Advanced Analytics | Machine Learning

Hans-Joachim Edert

Hans-Joachim EdertFebruary 19, 2020 0

Model validation testing in the age of DevOps

Let us now take a look at a well-known metaphor for test case development in the software industry. We are referring to the idea of the “test pyramid."

Read More

Machine Learning

Hidden Insights - How advanced analytics with machine learning boosts the public sector

Katrina WakefieldFebruary 13, 2020 0

How advanced analytics with machine learning boosts the public sector

Presence of machine learning is a complementary to human decision-making within the public sector.

Read More

Advanced Analytics | Analytics | Machine Learning

Sophia RowlandFebruary 12, 2020 0

An Easy Button for Data Science in Python

This blog is a part of a series on the Data Science Pilot Action Set. In this blog we review all nine actions in Python. Have you noticed the button bar in the upper right-hand corner of the SAS Visual Data Mining and Machine Learning Programming Guide? This button bar

Read More

Advanced Analytics | Analytics | Machine Learning

Sophia RowlandFebruary 5, 2020 0

Easier Feature Generation and New Data Science Pilot Actions

This blog is a part of a series on the Data Science Pilot Action Set. In this blog, we discuss updates to Visual Data Mining and Machine Learning with the release of Viya 3.5. In the middle of my blog series, SAS released Viya 3.5. Included in Viya 3.5 was the

Read More

Advanced Analytics | Artificial Intelligence | Machine Learning

Jeanne (Hyunjin) ByunJanuary 30, 2020 0

SAS, 전 세계 AI 소프트웨어 플랫폼 부문 리더 선정

올해 1월 IDC에서 발표한 ‘IDC 마켓스케이프: 2019-2020년 전 세계 범용 인공지능 소프트웨어 플랫폼 벤더 평가(IDC MarketScape: Worldwide General-Purpose Artificial Intelligence Software Platforms 2019–2020 Vendor Assessment)’ 보고서에서 SAS가 리더로 선정되었습니다🙌🙌 IDC에서 인공지능(AI) 플랫폼 공급업체들을 평가한 것은 이번이 처음이었는데요. IDC 마켓스케이프 보고서는 수익 및 시장성을 비롯해 기업별 AI 전략 및 기능에 대한

Read More

Analytics | Artificial Intelligence | Machine Learning | SAS Events | Students & Educators

Jelena Stankovic

Jelena StankovicJanuary 29, 2020 0

Data science gives you power to change the world

Meet Stefan Stoyanov. He’s an MSc Business Analytics student with a passion for emerging technologies, ranging from artificial intelligence to augmented and virtual reality.

Read More

Artificial Intelligence | Machine Learning

Tony CartiaJanuary 28, 2020 0

Gli elementi chiave dei processi di Risk Modeling & Decisioning

Oggi i modelli di business nel settore bancario stanno cambiando: i modelli di internal rating sono stati a lungo sotto i riflettori, ma nuove tecniche di modellazione stanno già prendendo piede. Machine Learning e Intelligenza Artificiale sono nuovi elementi chiave che si aggiungono alle tecniche tradizionali per lo sviluppo dei

Read More

Analytics | Data for Good | Machine Learning

Hidden Insights - Natural language processing in local government

Vanessa Hurhangee

Vanessa HurhangeeJanuary 28, 2020 0

Natural language processing in local government

Natural Language Processing can offer invaluable benefits to councils and increase resident satisfaction.

Read More

Customer Intelligence | Machine Learning

Wilson RajJanuary 27, 2020 0

3 ways the crumbling cookie could improve customer experience

Despite all the handwringing by marketers and advertisers, Google’s latest move to phase out Chrome’s third-party cookie support -- "in two years” -- is not a new one. Apple released Intelligent Tracking Prevention for its Safari browser in 2017 to prevent third parties from tracking users for over 24 hours

Read More

Analytics | Machine Learning

Andrés OsorioJanuary 24, 2020 0

Machine Learning para reducir los índices de fraude

Aunque el costo exacto es incalculable, las pérdidas por fraude representan aproximadamente el 5% de los ingresos anuales de una organización, según la Asociación de Examinadores de Fraude Certificados (ACFE). Se calcula que diariamente son saqueados más de 11 mil millones de dólares a la economía global producto de robos,

Read More

Analytics | Machine Learning

Alejandro Bolaños

Alejandro BolañosJanuary 23, 2020 0

Explícate! Entendiendo los modelos de Machine Learning (Parte IV: LIME, una nueva esperanza)

Toc, toc, toc. En algún lugar de Berlín a comienzos del siglo XX, tras esos pequeños tres golpes, se podía observar inconfundibles caras de asombro entre los periodistas y curiosos. En cambio, Wilhelm Von Osten reflejaba en su rostro algo más: felicidad, realización y por qué no, el disfrute de

Read More

Artificial Intelligence | Machine Learning

Claudio BroggioJanuary 20, 2020 0

Protecting your intellectual property in the brave new world of AI and machine learning

AI innovations range from unique modelling techniques and computer vision efforts to medical diagnostic tools and self-driving cars. Within that wide range of technology, what should you consider patenting? Which of your discoveries are true intellectual property that necessitate protection? A little thought upfront could help you to know what

Read More

Advanced Analytics | Artificial Intelligence | Machine Learning

Christa CodyJanuary 16, 2020 0

Missing data? Quickly impute values using SAS Viya

This blog is part of a series on SAS Visual Data Mining and Machine Learning (VDMML). If you're new to SAS VDMML and you want a brief overview of the features available, check out my last blog post! This blog will discuss types of missing data and how to use imputation

Read More

Analytics | Data Visualization | Machine Learning

Rick WicklinJanuary 13, 2020 0

10 posts from 2019 that deserve a second look

Did you add "learn something new" to your list of New Year's resolutions? Last week, I wrote about the most popular articles from The DO Loop in 2019. The most popular articles are about elementary topics in SAS programming or univariate statistics because those topics have broad appeal. Advanced topics

Read More

Advanced Analytics | Machine Learning

Brett WujekJanuary 10, 2020 0

New method for handling incomplete data in multi-task learning

The new method tackles the challenge of missing features under the multi-task learning framework. The proposed method is effective for prediction and model estimation when missing data is present.

Read More

Advanced Analytics | Machine Learning

Paata Ugrekhelidze

Paata UgrekhelidzeDecember 23, 2019 0

Building and comparing open source models in SAS Model Studio

SAS Model Studio lets modelers use SAS alongside open source to create and compare models in a pipeline and project. Debugging, model comparison, and visual pipelines are included.

Read More

Advanced Analytics | Analytics | Machine Learning

Sophia RowlandDecember 18, 2019 0

SASPy for Modeling

This blog focuses on using SASPy for modeling and machine learning.

Read More

Advanced Analytics | Machine Learning

Wayne ThompsonDecember 16, 2019 0

Why you should add statistical learning to your machine learning tool kit

Data scientists naturally use a lot of machine learning algorithms, which work well for detecting patterns, automating simple tasks, generalizing responses and other data heavy tasks. As a subfield of computer science, machine learning evolved from the study of pattern recognition and computational learning theory in artificial intelligence. Over time, machine learning has borrowed from many

Read More

Advanced Analytics | Analytics | Machine Learning | Programming Tips

Nelson Grajales

Nelson GrajalesDecember 11, 2019 0

Machine Learning with SASPy: Exploring and Preparing your data - Part 3

Parts 1 and 2 of this blog post discussed exploring and preparing your data using SASPy. To recap, Part 1 discussed how to explore data using the SASPy interface with Python. Part 2 continued with an explanation of how to prepare your data to use it with a machine-learning model.

Read More

Analytics | Learn SAS | Machine Learning | Programming Tips

Nelson Grajales

Nelson GrajalesDecember 11, 2019 0

Adding SAS® procedures to the SASPy interface to Python

Bringing the power of SAS to your Python scripts can be a game changer. An easy way to do that is by using SASPy, a Python interface to SAS allowing Python developers to use SAS® procedures within Python. However, not all SAS procedures are included in the SASPy library. So,

Read More

Advanced Analytics | Analytics | Machine Learning

Sophia RowlandDecember 4, 2019 0

SAS and R Integration for Machine Learning

SAS Viya is a cloud-enabled, in-memory analytics engine which allows for rapid analytics insights. Viya utilizes the SAS Cloud Analytics Services (CAS) to perform various actions and tasks. Best of all, CAS is accessible from various interfaces including R. In this blog, I will go through a few blocks one of my notebooks, which moves through an analytics workflow using R and SAS.

Read More

Advanced Analytics | Analytics | Machine Learning

Sophia RowlandNovember 21, 2019 0

Automated Machine Learning Pipelines

The dsAutoMl action is all that and a bag of chips! In this blog, we took over all aspects of the data science workflow using just one action.

Read More

Machine Learning

Jordan Bakerman

Jordan BakermanNovember 21, 2019 0

A crash course on deep learning in the cloud

Jordan Bakerman's session at ODSC Europe inspired this post, which provides an overview of deep learning and how factorization machines work.

Read More

Machine Learning

Hidden Insights: Using machine learning to prevent procurement fraud in local government

Laurent Colombant

Laurent ColombantNovember 20, 2019 0

Using machine learning to prevent procurement fraud in local government

Analytics is a game-changer in detecting procurement fraud. It is by far the most efficient way of doing so.

Read More

Advanced Analytics | Machine Learning

Patricia NeriNovember 11, 2019 0

Analyze tweets about global warming using Fact Autogeneration

Analyzing tweets is challenging because of their succinctness (max 280 characters). However, that task is facilitated by the powerful features of SAS Visual Text Analytics (VTA), which includes embedded machine learning algorithms.

Read More

Previous 1 2 3 4 5 … 14 Next