Tag: machine learning

Feed: SAS Blogs. Author: Andrés Osorio. 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, estafas o usurpaciones, entre otros delitos. Uno de los principales sectores afectados por fraudes es el financiero. Según el FMI, las pérdidas por los ataques cibernéticos (una de las más frecuentes modalidades de fraude en esta era digital) podrían costar a los bancos alrededor ... Read More

Feed: IBM Big Data & Analytics Hub - All Content; Author: pearl-chen; Data is everywhere, but using data to build modern applications that create business value is far from easy. That’s why IBM Cloud Pak for Data teamed up with MongoDB to accelerate the process from ingestion to insight. As IBM’s leading platform for data and AI, Cloud Pak for Data integrates seamlessly with MongoDB to help data scientists and developers quickly scale the ladder to AI.It’s no secret that developers love MongoDB. It features an intuitive document-based data model, leverages distributed systems to provide resiliency and scalability, and runs ... Read More

Feed: R-bloggers. Author: Business Science. [This article was first published on business-science.io, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. Google Trends is a FREE tool to gain insights about Google Search Terms your organization cares about. What if you could streamline the process of analyzing keyword search trends and emailing a PDF report in 3-4 seconds? Learn how to do just that. I’ve just opened up a FREE 1-Hour YouTube Course. This ... Read More

Feed: The Connector by Workato. Author: Katharine Marais; Amid the buzz surrounding AI (a Gartner survey in 2018 reports that “11% of marketing technology executives reported AI as their top choice as the technology that would have the most impact on their marketing efforts in the next five years”), business leaders may ask if AI (artificial intelligence) is really mature and valuable today for marketing and sales- and if so, how it can be tangibly implemented.  Table of Contents Is there such a thing as AI marketing? According to McKinsey & Co., AI does currently offer real value for marketing ... Read More

Feed: SAS Blogs. Author: Alejandro Bolaños. 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 las futuras mieles que le producirían su logro. Verán mis amigos, siempre se creyó hasta ese momento que las matemáticas eran de dominio exclusivo de los seres humanos… y no necesariamente de todos. Es por esta pequeña presunción que el mundo se enmudeció cuando ... Read More

Feed: SAS Blogs. Author: Andy Bayliss. In my previous post, I shared how I’ve been working on a fascinating project with one of the world's largest pharmaceutical companies. The company is applying SAS Viya computer vision capabilities to an advanced medical device to help identify potential quality issues on the production line. By providing 100% visual inspection of these devices, the company will deliver on its commitment to deliver the highest quality and care to hundreds of millions of patients who rely on lifesaving medication each and every day. In this post, I’d like to expand on how a team ... Read More

Feed: SAS Blogs. Author: Rick Wicklin. I was recently asked about how to interpret the output from the COLLIN (or COLLINOINT) option on the MODEL statement in PROC REG in SAS. The example in the documentation for PROC REG is correct but is somewhat terse regarding how to use the output to diagnose collinearity and how to determine which variables are collinear. This article uses the same data but goes into more detail about how to interpret the results of the COLLIN and COLLINOINT options. An overview of collinearity in regression Collinearity (sometimes called multicollinearity) involves only the explanatory variables ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Igor Bobriakov. Kubernetes is a technology that allows us to isolate an application. That is good but how can we scale this? Of course, we should create new containers. But, how many containers should we have at the same time? How many servers should be involved? Who will monitor all nodes to balance loading and redirect queries to less loaded nodes? Also, how can we update our app without stopping? The answer is Kubernetes. What is Kubernetes? Kubernetes is an open-source container-orchestration system for automating application deployment, scaling, and management. It ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Janardhanan PS. Models are simplification or approximation of reality and hence they will not capture all of reality. “All models are wrong, but some are useful” is a famous quote by George Edward Pelham Box (1919–2013). George Box was a British mathematician and professor of statistics at the University of Wisconsin. Statisticians develop theoretical models to predict the behaviour of certain process. The meaning of this quote is that every single model will be wrong and it never represents the exact behaviour. But, even if the model cannot describe exactly the ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Roman Chuprina. Artificial Intelligence is already impacting Manufacturing, Retail, Marketing, Healthcare, Food industries and more. Today we will take an in-depth look at another industry, that with proper AI expertise from development companies could be disrupted.  Transportation is an industry that helps humanity with moving people their belongings from one location to the other. While doing that, this industry had experienced countless twists, turns, breakthroughs, and setbacks to get to the place where it is now. The year 1787 was the defining one for this industry because steamboat was introduced and ... Read More