Tag: Azure

Feed: R-bloggers. Author: Open Analytics. ShinyProxy is a novel, open source platform to deploy Shiny apps for the enterpriseor larger organizations. Secured Embedding of Shiny Apps Since version 2.0.1 ShinyProxy provides a REST API to manage (launch, shut down) Shiny apps and consume the content programmatically inside broader web applications or portals. This allows to cleanly separate the responsiblity for the Shiny apps (data science teams) and those broader applications (IT teams) while still achieving seamless integration between the two from the user’s perspective. With this release we go one step further and support the industry standard to protect REST ... 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: Microsoft Azure Blog. Author: Sarah Hubbard. Since announcing the release of our Jobs feature during the Azure IoT Central general availability launch, we are excited to share how we are working to improve your device management workflow through additional jobs functionalities. Today, you are now able to copy an existing job you’ve created, save a job to continue working on later, stop or resume a running job, and download a job details report once your job has completed running. These additional Jobs functionalities make managing your devices at scale much easier. In order to copy a job you’ve created, ... Read More

Feed: Microsoft Azure Blog. Author: Linda Wang. Microsoft announced the general availability of Azure Data Lake Storage (ADLS) Gen2 and Azure Data Explorer in early February, which arms Azure with unmatched price performance and security as one of the best clouds for analytics. Azure Data Factory (ADF), is a fully-managed data integration service, that empowers you to copy data from over 80 data sources with a simple drag-and-drop experience and operationalize and manage the ETL/ELT flows with flexible control flow, rich monitoring, and continuous integration and continuous delivery (CI/CD) capabilities. In this blog post, we’re excited to update you on the latest ... Read More

Feed: Microsoft Azure Blog. Author: Jonathan Federico. We recently shared the public preview of the Windows Virtual Desktop service on Azure. Now customers can access the only service that delivers simplified management, multi-session Windows 10, optimizations for Office 365 ProPlus, and support for Windows Server Remote Desktop Services (RDS) desktops and apps. With Windows Virtual Desktop, you can deploy and scale your Windows desktops and apps on Azure in minutes, while enjoying built-in security and compliance. This means customers can now virtualize using multi-session Windows 10, Windows 7, and Windows Server desktops and apps (RDS) to Windows Virtual Desktop for ... Read More

Feed: All - O'Reilly Media. Author: Nikki McDonald. Wind farm (source: Pixabay) Get expert guidance on building and running cloud native infrastructure at the O’Reilly Velocity Conference in San Jose 2019. Register soon: best price ends March 22. Nearly all organizations today are doing some of their business in the cloud, but the push for increased feature performance and reliability has sparked a growing number to embrace a cloud native infrastructure. In Capgemini’s survey of more than 900 executives, adoption of cloud native apps is set to jump from 15% to 32% by 2020. The strong combination of growth in ... Read More

Feed: Microsoft Azure Blog. Author: Rimma Nehme. We’re excited to announce that Forrester has named Microsoft as a Leader in The Forrester Wave™: Big Data NoSQL, Q1 2019 based on their evaluation of Azure Cosmos DB. We believe Forrester’s findings validate the exceptional market momentum of Azure Cosmos DB and how happy our customers are with the product. NoSQL platforms are on the rise According to Forrester, “half of global data and analytics technology decision makers have either implemented or are implementing NoSQL platforms, taking advantage of the benefits of a flexible database that serves a broad range of use ... Read More

Feed: Microsoft Azure Blog. Author: David Armour. Self-service is core to Infrastructure-as-a-Service (IaaS). Back in the virtualization days, you had to wait for someone to create a VLAN for you, carve out a LUN, and find space on a host. If Microsoft Azure ran that way, we would have needed to hire more and more admins as our cloud business grew. Do it yourself A different approach was required, which is why IaaS is important. Azure's IaaS gives the owner of the subscription everything they need to create virtual machines (VMs) and other resources on their own, without involving an ... Read More

Feed: Microsoft Azure Blog. Author: Wolfgang Pauli. As data scientists, we are used to developing and training machine learning models in our favorite Python notebook or an integrated development environment (IDE), like Visual Studio Code (VSCode). Then, we hand off the resultant model to an app developer who integrates it into the larger application and deploys it. Often times, any bugs or performance issues go undiscovered until the application has already been deployed. The resulting friction between app developers and data scientists to identify and fix the root cause can be a slow, frustrating, and expensive process. As AI is ... Read More

Feed: Microsoft Azure Blog. Author: Justin Slade. As the manufacturing industry tackles some significant challenges including an aging workforce, compliance issues, and declining revenue, the Internet of Things (IoT) is helping reinvent factories and key processes. At the heart of this transformation journey is the design and use of IoT-enabled machines that help lead to reduced downtime, increased productivity, and optimized equipment performance. Learn how you can apply insights from real-world use cases of IoT-enabled intelligent manufacturing when you attend the Manufacturing IoT webinar on March 28th. For additional hands-on, actionable insights around intelligent edge and intelligent cloud IoT solutions, ... Read More