Tag: Architecture

Feed: Featured Blog Posts - Data Science Central. Author: Divya Singh. Deep Learning is a highly empirical domain which majorly focusses on fine-tuning the various parameters. The choice of these parameters defines the accuracy of the model. So, it becomes important to choose such parameters wisely. Choosing the parameters based on intuition might not work every time which can degrade the performance of the model drastically. Also, a considerable amount of time and effort will go in vain while selecting the values of parameters based on intuition. So, the methodological approach should be followed to select the optimal values of ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Rosaria Silipo. We’ve all experienced the great data rush as companies push to use analytics to drive business decisions. After all, the proliferation of data and its intelligent analysis can change entire company trajectories. But to make the quintillions of data created each day truly useful, as well as all that has come before, it must be understandable to an artificial intelligence (AI) system.   Dealing with numbers is one thing, but human language is something else entirely. Making texts, comments, forum posts, tweets, web pages, blog posts, reviews and books ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Prashanth Southekal, PhD. Can Lack of Data Always Provide Valuable Insights? Prashanth H Southekal and Matthew Joyce Today, data – both structured and unstructured, is seen as the most valuable business asset to solve problems and improve productivity.  An article in Forbes says every company today is a data company! However, we often get questions from our clients, whether data can offer insights when there is no complete data available.  The short answer is YES; data can provide insights even when the complete data set is NOT available! Here is a ... Read More

Feed: Feed | Tractica. Author: . NVIDIA is not necessarily known for powering low power AI applications. Most of its artificial intelligence (AI) focus has been on powering high power cloud or data center applications, where its Tesla graphics processing unit (GPU) processors have largely led the market. However, over the last 12 months, NVIDIA has accelerated its reach beyond the data center and is now building its portfolio to service low power AI edge applications. When it comes to AI at the edge, NVIDIA has been focusing on the automotive sector with its Xavier platform and on robotics and ... Read More

Feed: Planet big data. Author: David Smith. A monthly roundup of news about Artificial Intelligence, Machine Learning and Data Science. This is an eclectic collection of interesting blog posts, software announcements and data applications from Microsoft and elsewhere that I've noted over the past month or so. Open Source AI, ML & Data Science News TensorFlow Privacy: a Python library for training machine learning models with differential privacy, for use with sensitive data to generate models that don't learn details about specific people. Tensorflow Federated, an open-source library for Federated Learning, enabling many participating clients to train shared ML models ... Read More

Feed: Blog Post – Corporate – DataStax. Author: Jim Hatcher, Principal Architect. Microservices are starting to take over nearly every aspect & angle of modern enterprises In one survey of more than 350 senior development stakeholders, 91% said they are currently using or have plans to use microservices and 92% said they increased their number of microservices in the last year. This rise has come in conjunction with an imperative for businesses to be far more agile in their development of applications and software—an imperative driven by increasing amounts and types of data. The microservices imperative Historically, when organizations developed ... Read More

Feed: All Oracle Press Releases. To highlight the innovative strategies organizations are implementing to modernize their supply chain, Oracle today announced the winners of the Oracle SCM Excellence Awards. The awards recognize Oracle Supply Chain Management (SCM) Cloud customers who have successfully transformed their organization’s supply chain strategy and adopted industry best practices. The 2019 winners include ATCO Group, GE Power, Mondelez International and The AMES Companies. “Shifting customer expectations continue to dramatically increase scrutiny placed on the modern supply chain,” said Jon Chorley, chief sustainability officer and group vice president of supply chain management, Oracle. “This year’s winners demonstrate ... Read More

Feed: Planet big data. Author: Praveen Sripati. In this blog previously we explored the different ways of getting started with K8S using Play-With-Kubernetes, Minikube and finally easily installing K8S using a combination of VirtualBox and Vagrant.Now we will try to install Istio on top of the existing K8S setup and install a Microservices based application called Bookinfo on top of it. Once the setup of Istio is done, we should be able to explore the different features of Istio. The Bookinfo Application is a polygot application using Python, Java, Ruby and NodeJS. The various Microservices and how there interact is ... Read More

Feed: Feed | Tractica. Author: . Over the past several years, the benchmark for determining whether quantum computing is a viable commercial technology has been quantum supremacy. This term was coined by Caltech professor and quantum computing guru John Preskill to describe the demonstration of a quantum computer that can carry out tasks not possible or practical with a traditional computer. More recently, the term quantum advantage has been applied to this concept of reaching a point at which quantum computers surpass classical computers in their ability to perform artificial intelligence (AI) algorithms. To achieve that level of performance, significant ... Read More

Feed: SAS Blogs. Author: John Maynard. My favorite tech influencers teach, ask questions and share their knowledge freely. They value quality over quantity, and they engage with each other authentically. Image by Gerd Altmann at Pixabay My goals on social media are to learn, engage with the world socially, and to share what I think is cool – sometimes this is about SAS but not always. My goal is to connect with people and have fun. The best tech influencers support these goals. They help me find other people, with curious minds like me, who are on similar journeys - ... Read More