Tag: metadata

Feed: Radar. Author: Peter Skomoroch and Mike Loukides. Edit note: The increasing push to adopt AI into product, across many industries, puts the intersection of AI and product management into sharp focus. Challenges abound: non-deterministic outcomes, uncertainty (schedule, accuracy, relevance), opacity (models can be difficult to understand and explain), fairness issues, and other factors make AI a difficult sell to decision-makers and upper management. Here, Pete Skomoroch and Mike Loukides layout, in detail and with helpful supporting examples, what makes AI different, how to address those differences, and how product managers can better align their efforts in pragmatic support of ... Read More

Feed: Recent Announcements. General Purpose mode (GP mode) is the default performance mode for Amazon EFS. It offers the lowest per-operation latency and is the recommended choice for most applications. Amazon EFS also offers the Max I/O performance mode which can scale to higher levels of aggregate throughput and supports over 500,000 operations per second with slightly higher metadata latencies than GP mode. With this launch, customers benefit from increased performance for workloads that need the lower metadata latencies of GP mode but also require a higher number of read operations. For example, customers using Enterprise Resource Planning (ERP) software ... Read More

Feed: SAS Blogs. Author: Jim Harris. Read about the 5 D's of data preparation. Over the years, I've written many posts about data, analytics and humans and how all three combine to deliver significant business insights. In this post, I’ll recap some key points I've made about each of these (along with key points from others, too). Along the way, I'll show how the three work together to form what I call the insight equation. Data We love data. And we love putting words like master, big and meta before it – and adding words like management, quality and governance ... Read More

Feed: AWS Compute Blog. Author: James Beswick. Many businesses operate call centers that record conversations with customers for training or regulatory purposes. These vast collections of audio offer unique opportunities for improving customer service. However, since audio data is mostly unsearchable, it’s usually archived in these systems and never analyzed for insights.Developing machine learning models for accurately understanding and transcribing speech is also a major challenge. These models require large datasets for optimal performance, along with teams of experts to build and maintain the software. This puts it out of reach for the majority of businesses and organizations. Fortunately, you ... Read More

Feed: What's New. Author: Geraldine Zanolli. Last year, we released the Connector SDK that allows developers to build native-looking connectors like the Databricks Connector. In Tableau 2020.2, we are adding v2 of the Connection Dialog, a new feature which enables a more data-driven dialog for connector plugins. Currently, developers are limited when building the connection dialog, which prompts a person to enter details that will be used to set the connection. With the latest version of Connection Dialog, developers can easily add new custom fields to the dialog or ask for any other information they need to help people connect ... Read More

Feed: erwin Expert Blog – erwin, Inc.. Author: Susan Smith. Data intelligence has a critical role to play in the supercomputing battle against Covid-19.Last week, The White House announced the launch of the COVID-19 High Performance Computing Consortium, a public-private partnership to provide COVID-19 researchers worldwide with access to the world’s most powerful high performance computing resources that can significantly advance the pace of scientific discovery in the fight to stop the virus.Rensselaer Polytechnic Institute (RPI) is one of the organizations that has joined the consortium to provide computing resources to help fight the pandemic.Shirley Ann Jackson, president of RPI, states that ... Read More

Feed: AWS Partner Network (APN) Blog. Author: Anubhav Sharma. By Anubhav Sharma, Partner Solutions Architect, AWS SaaS FactorySoftware-as-a-Service (SaaS) presents developers and architects with a unique set of challenges. One essential decision you’ll have to make is how to partition data for each tenant of your system. Tenant isolation, performance, noisy neighbor effect, pricing strategy, and a range of other factors will influence the design choices you make. Your data partitioning strategy will determine how you choose to physically or logically separate one tenant’s data from another. You will also be required to come up with security measures to prevent ... Read More

Feed: R-bloggers. Author: R Views. [This article was first published on R Views, 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. One hundred sixty-four new packages made it to CRAN in February. Here are my “Top 40” picks in eleven categories: Computational Methods, Data, Genomics, Machine Learning, Mathematics, Medicine, Science, Statistics, Time Series, Utilities, and Visualizations. Computational Methods delayed v0.3.0: Implements mechanisms to parallelize dependent tasks in a manner that optimizes the computational ... Read More

Feed: R-bloggers. Author: Mirai Solutions. [This article was first published on Mirai Solutions, 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. We have gathered interesting COVID-19 resources and made them easily accessible within a single gallery website. The Data Science community is showing a great spirit of collaboration, extensively contributing to the understanding of the COVID-19 pandemic by finding new and creative ways to analyze, visualize and communicate data. Many such resources are ... Read More

Feed: Clustrix Blog. Author: Ralf Gebhardt. We are pleased to announce the release of MariaDB Community Server 10.5.2, the second and final beta release. It is now available for download at MariaDB Downloads.The release of MariaDB Community Server 10.5.2 continues our policy of yearly releases to enable user access to new features, with following Generally Available (GA) releases that are focused on maintenance. We encourage you to add MariaDB Server into your staging environment, so you can begin reviewing and testing the new features of MariaDB Community Server 10.5. Changes to binary file paths As we detailed in 2019, MariaDB ... Read More