Tag: Architecture

Feed: Featured Blog Posts - Data Science Central. Author: Bill Schmarzo. Okay, I'm as mad as hell, and I'm not going to take this anymore! If data scientists are the modern-day alchemist who turn data into gold, then why are so many companies using leeches to monetize their data? When I talk to companies about the concept of a “Chief Data Monetization Officer” role, many of them look at me like I have lobsters crawling out of my ears.  “Sorry, we don’t have that role here.”  Of course you don’t have that role, and that’s why you SUCK at monetizing data.  ... Read More

Feed: R-bloggers. Author: tomaztsql. [This article was first published on R – TomazTsql, 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. Azure Databricks is a data analytics platform (PaaS), specially optimised for Microsoft Azure cloud platform. Databricks is an enterprise-grade platform service that is unified for data lake architecture for large analytical operations. Azure Databricks combines: large scale data processing for batch loads and streaming datasimplifies and accelerates collaborative work among data scientists, ... Read More

Feed: R-bloggers. Author: Sigrid Keydana. [This article was first published on RStudio AI Blog, 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. When what is not enough True, sometimes it’s vital to distinguish between different kinds of objects. Is that a car speeding towards me, in which case I’d better jump out of the way? Or is it a huge Doberman (in which case I’d probably do the same)? Often in real life ... Read More

Feed: AWS Partner Network (APN) Blog. Author: Alayna Broderson. By Alayna Broderson, Sr. Partner Business Development Manager at AWS A year ago at AWS re:Invent 2019, we launched AWS Outposts, a fully managed service that offers the same Amazon Web Services (AWS) infrastructure, APIs, tools, and services to virtually any data center, co-location space, or on-premises facility for a truly consistent hybrid experience. Since then, customers in many verticals—from Financial Services and Media & Entertainment to Industrial Automation and Healthcare & Life Sciences—have migrated workloads to AWS Outposts that are latency-sensitive, or require local data processing or data residency. For ... Read More

Feed: AWS Big Data Blog. Data is ubiquitous in businesses today, and the volume and speed of incoming data are constantly increasing. To derive insights from data, it’s essential to deliver it to a data lake or a data store and analyze it. Real-time or near-real-time data delivery can be cost prohibitive, therefore an efficient architecture is key for processing, and becomes more essential with growing data volume and velocity. In this post, we show you how to build a scalable producer and consumer application for Amazon Kinesis Data Streams running on AWS Fargate. Kinesis Data Streams is a fully ... Read More

Feed: AWS Partner Network (APN) Blog. Author: Jobin George. By Jobin George, Sr. Partner Solutions Architect at AWSBy Deepak Ram, Director, Strategic Solutions at InformaticaBy Louis-Noël Trapadoux, Principal Product Manager at Informatica Systems are growing more complex, cloud applications are growing in adoption, and cloud data lakes are being increasingly deployed. At the same time, organizations need to implement data cataloging solutions to provide data governance, data analytics, or pure metadata management. These cataloging solutions should be able to quickly start providing insights so they can drive adoption. This adoption would, in turn, provide additional insight into the data assets ... Read More

Feed: Planet MySQL; Author: Oracle MySQL Group; This blog includes: Keynote video highlights, link to full keynote, product demo, testimonial, upcoming MySQL Database Service and Analytics Engine webinars, and more. Today the MySQL team introduces the MySQL Database Service with the MySQL Analytics Engine. 1. Watch the keynote highlights:   2. See the MySQL Database Service in action in a short product demo.    3. Learn about the great savings over competitive solutions such as Amazon Aurora, RDS, or Redshift.    4. Discover how the MySQL Analytics Engine accelerates MySQL queries by 400x. 5. Check out the benchmarks: MySQL Database Service with Analytics Engine ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Kirsten Lloyd. There are several narratives that permeate around AI today. It has great promise, but it is not without pitfalls. Many early adopters have invested millions, but remain unimpressed and discouraged by the lack of returns thus far. With that said, and despite the challenges, the community has identified the problematic areas in the process, and a solution is emerging to getting through last mile AI challenges to scale to the enterprise: ModelOps. ModelOps tools manage the last mile delivery challenges associated with deploying, managing, and monitoring AI models into ... Read More

Feed: AWS Big Data Blog. When deploying data lakes on AWS, you can use multiple AWS accounts to better separate different projects or lines of business. In this post, we see how the AWS Lake Formation cross-account capabilities simplify securing and managing distributed data lakes across multiple accounts through a centralized approach, providing fine-grained access control to the AWS Glue Data Catalog and Amazon Simple Storage Service (Amazon S3) locations. Use case Keeping each business unit’s resources as compute and storage in its own AWS account allows for easier cost allocation and permissions governance. In the other hand, centralizing your ... Read More

Feed: AWS Architecture Blog. Amazon FSx provides AWS customers with the native compatibility of third-party file systems with feature sets for workloads such as Windows-based storage, high performance computing (HPC), machine learning, and electronic design automation (EDA).  Amazon FSx automates the time-consuming administration tasks such as hardware provisioning, software configuration, patching, and backups. Since Amazon FSx integrates the file systems with cloud-native AWS services, this makes them even more useful for a broader set of workloads. Amazon FSx for Windows File Server provides fully managed file storage that is accessible over the industry-standard Server Message Block (SMB) protocol. Built on ... Read More