Tag: Project

Feed: IBM Big Data & Analytics Hub - All Content; Author: jennifer-clemente; Follow @IBMDataIn the airline industry, timing and synchronization are everything when it comes to the customer experience. Mitigating unforeseen circumstances against customer expectations and good old supply and demand are all issues well within the wheelhouse of AI’s predictive capabilities. It’s no wonder that Deutsche Lufthansa AG, Germany’s largest airline, recognized early on that with the right data and AI strategy, it could enhance the customer experience and better empower its employees while achieving operational excellence. In less than two years, the airline has quickly moved from AI ... Read More

Feed: Redis Labs. Author: Yossi Gottlieb. Redis Core Team member Madelyn Olson Last week we announced a new light-governance model for the open source Redis project, following Salvatore Sanfilippo’s stepping back from being Redis’s BDFL and sole maintainer. We believe that defining the right model for Redis was an important step, but it’s just as important to get the right people on board the new core team. In order to preserve the spirit of Redis and its unique DNA, we wanted the core team to consist of people who are already committed to and involved with the project. To that ... Read More

Feed: Recent Announcements. With AWS Copilot you can launch your service using one of the built in service patterns providing you secure and scalable infrastructure. Once your service is up and running, AWS Copilot has built in commands to easily add more services, infrastructure like databases or Amazon S3 Buckets, or even new deployment environments in different accounts and regions. While getting started and growing your application is important, AWS Copilot wants to make it easy for you to release and operate your application too. AWS Copilot lets you set up a fully functional CI/CD AWS CodePipeline with just two ... Read More

Feed: Radar. Author: Mike Loukides. At Microsoft’s Build conference, Microsoft CTO Kevin Scott talked about an experimental project in which an AI, trained on code in GitHub, actually creates programs: it generates function bodies based on a descriptive comment and a message signature. (Skip to 29:00 of the video.)  Along similar lines, an unrelated research paper reports on unsupervised translation of programs from one language to another–indeed, probably an easier task than natural language translation. Microsoft’s demo is, well, a demo, and the research paper is a research paper. Microsoft’s AI was able to provide method bodies for some relatively ... Read More

Feed: SAS Blogs. Author: Chris Hemedinger. If your work environment is like ours here at SAS, you're seeing more of your data and applications move to the cloud. It's not yet a complete replacement for having local files on your desktop machine, but with cloud storage and apps -- like Microsoft OneDrive -- I can now access my work documents from any browser and any device, including my smartphone. I can update now my spreadsheets while waiting in the dentist office. Oh joy. For those of us who use SAS to read and create Microsoft Excel documents, cloud-based files can ... Read More

Feed: SAS Blogs. Author: Melanie Carey. How have healthcare providers and governmental agencies predicted the fast-changing, potentially exponential increase in the need for medical services and equipment through the various stages of the COVID-19 pandemic? Mathematical techniques that attempt to model and understand the likely spread of the disease have been instrumental. The SEIR model is a compartment model that uses a mathematical and statistical approach to model the spread of an infectious disease within a population. It divides the population into four compartments: Susceptible: those who are susceptible to becoming infected. Exposed: those who have been exposed to an ... Read More

Feed: R-bloggers. Author: Casey Bates. In this blog post, we’ll look at how to use R Markdown. By the end, you’ll have the skills you need to produce a document or presentation using R Mardown, from scratch!We’ll show you how to convert the default R Markdown document into a useful reference guide of your own. We encourage you to follow along by building out your own R Markdown guide, but if you prefer to just read along, that works, too!R Markdown is an open-source tool for producing reproducible reports in R. It enables you to keep all of your code, ... Read More

Feed: IBM Big Data & Analytics Hub - All Content; Author: jennifer-clemente; IBM Garage helps Danish power company Energinet envision how machine learning models built using IBM Cloud Pak for Data can amp up renewable energy goalsFollow @IBMAnalytics COVID-19’s devastating impact on health and the global economy also has a silver lining: an opportunity to tackle climate change. Enter wind and solar – rapidly growing sources of renewable, affordable and available energy in Europe. As the EU mobilizes to support green energy projects as part of its economic recovery strategy, machine learning and AI are well positioned to help the ... Read More

Feed: Recent Announcements. Amazon EC2 Spot Instances let you take advantage of unused Amazon EC2 capacity. Spot Instances are available at up to a 90% discount compared to On-Demand prices. You can use Spot Instances for various stateless, fault-tolerant, or flexible applications such as big data, containerized workloads, CI/CD, web servers, high-performance computing (HPC), and other test & development workloads. Starting today, you can assign AWS resource tags to Spot Instance requests on creation, in addition to the tags for each individual, launched Spot Instance.. Use tags in your Spot Instance requests to more easily identify their purpose. For example, ... Read More

Feed: AWS Public Sector Blog. Author: Tara Madhyastha, Ph.D.. Research is done differently in the cloud than in an on-premises lab. Research labs looking to move computational research to the cloud should start with their workflows. Workflows are well-developed sets of computer analyses that turn raw data into results that researchers can publish. Even though analysis methods can overlap, workflows vary by lab and project to suit the research question. Researchers can benefit from the advantages of moving research workflows to Amazon Web Services (AWS). Moving to AWS is a good time to consider changes to workflows to increase reproducibility, ... Read More