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Presence of machine learning is a complementary to human decision-making within the public sector.
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
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
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.
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
Natural Language Processing can offer invaluable benefits to councils and increase resident satisfaction.
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
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,
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
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
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
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
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.
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.
This blog focuses on using SASPy for modeling and machine learning.
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
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.
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,
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.
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.
Jordan Bakerman's session at ODSC Europe inspired this post, which provides an overview of deep learning and how factorization machines work.
Analytics is a game-changer in detecting procurement fraud. It is by far the most efficient way of doing so.
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.
Are you looking for a Data Science easy button? The dataSciencePilot action set comes pretty close.
Was haben SAS Viya und die österreichischen Berge gemeinsam? Eine ganze Menge! Neulich besuchten mich Freunde aus Tirol am Neusiedler See, also im Burgenland. Bekanntermaßen ist Tirol ein Bundesland im Hochgebirge. Entsprechend amüsiert waren meine Freunde, als ich ihnen den Rosenberg und den Ungerberg in der Nachbarschaft zeigte. „Bei uns
How to address insurers' challenges by providing AI and machine learning to streamline a customer centric pricing process.
Are you looking for a Data Science easy button? The Data Science Pilot Action Set comes pretty close.
The connection between SAS Viya and the Austrian mountains Friends from Tyrol recently visited me in Burgenland at Lake Neusiedl. Tyrol is an area famous for really high mountains. Tourists from all over the world come to Tyrol to experience the fantastic views and hikes. So my friends laughed when
Validating and testing our supervised machine learning models is essential to ensuring that they generalize well. SAS Viya makes it easy to train, validate, and test our machine learning models.
Por Juan Sebastián Niño Customer Advisory Analytics SAS Colombia En Colombia, y probablemente en toda América Latina, existe un juego para niños llamado Policías y ladrones. Dentro del juego, un grupo de niños son los ladrones y el otro grupo son los policías. Mientras que los ladrones deben correr a
