Tag: use case

Feed: The Internet of Things on AWS – Official Blog. Author: aandc. Today, customers rely on video enabled data, audio data and time-encoded data for many use cases, including live streaming, home security, video on demand, predictive maintenance in industrial settings or doing peer video chats at work. Many organizations and consumers are embracing video enabled technology to improve their professional and personal interactions. The result is a rapid growth in the number and type of use cases including video integrated with AI/ML, interactivity and content protection. This blog post will provide an overview of each AWS video service along ... Read More

Feed: AWS Big Data Blog. Organizations across the globe are striving to improve the scalability and cost efficiency of the data warehouse. Offloading data and data processing from a data warehouse to a data lake empowers companies to introduce new use cases like ad hoc data analysis and AI and machine learning (ML), reusing the same data stored on Amazon Simple Storage Service (Amazon S3). This approach avoids data silos and allows you to process the data at very large scale while keeping the data access cost-effective. Starting off with this new approach can bring with it several challenges: Choosing ... Read More

Feed: R-bloggers. Author: Julia Silge. [This article was first published on RStudio 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. ModelOps or MLOps (for “model/machine learning operations”) focuses on the real-world processes involved in building, deploying, and maintaining a model within an organization’s data infrastructure. Developing a model that meets your organizations needs and goals is a big accomplishment, but whether that model’s purpose is largely predictive, inferential, or descriptive, the “care ... Read More

Feed: R-bloggers. Author: Alicja Gosiewska. The joint work with Anna Kozak and Przemyslaw Biecek.The tools for Automated Machine Learning allow to quickly create accurate but complex predictive models. The opacity of such models is often a major obstacle for deploying models, especially in high-stake decision areas, such as medicine or finance. Therefore, methods for automated machine learning model building are important.In this post, we present a framework for Surrogate Assisted Feature Extraction for Model Learning (SAFE ML). SAFE ML uses the elastic black box as a supervisor model to create an interpretable, yet still accurate glass box model. The main ... Read More

Feed: R-bloggers. Author: finnstats. [This article was first published on Methods – finnstats, 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. Do you know Most Essential packages in R for Data Science? R is the most popular language for statistical modeling and many data scientist depending on R to solve day-to-day business problems. R provides a diverse range of packages and more than 10,000 packages in the CRAN repository. This will help to ... Read More

Feed: Neo4j Graph Database Platform. Author: Jennifer Reif. Hello, everyone! In this week’s episode, don’t forget to join us for Global Graph Celebration Day on April 15! Neo4j is hosting an extended meetup with content and announcements. Cristina starts us off with a walkthrough of using Django and Neo4j together on the Paradise Papers data set. Sixing covers importing genomes and ontologies with the KEGG data and exploring for research and scientific hypotheses. Christophe shows off the new change data capture connectors by GraphAware for RabbitMQ, AWS SQS, Azure Service Bus, and CloudEvents with Knative. And finally, help Neo4j improve ... Read More

Feed: Redis Labs. Author: Steve Naventi. Payal Ganguly 7 Apr, 2021 Mountain View, California headquartered Redis Labs, which operates opensource database management system NoSQL and Redis Enterprise, has raised $110 million in a growth funding round, at a valuation of over $2 billion.  Tiger Global led the round, dubbed Series G, which saw the US firm’s valuation double from its previous fundraise – a $100 million round in August 2020. SoftBank Vision Fund 2, which is yet to announce its final close, also participated in the round, along with returning investor TCV, as per a statement.  Additionally, the round has a ... Read More

Feed: Neo4j Graph Database Platform. Author: David Penick. “Once we noticed that we were modeling transactions as a graph, we went out to look for a native graph database and we found that Neo4j was a great fit for this use case,” said Jorge Zaccaro, Software Engineer at Minka.In this week’s 5-minute interview, we spoke to Jorge Zaccaro, Software Engineer at Graphie Award winner Minka about how they use Neo4j for real-time transaction processing. Tell us a little about yourself.I’m a software engineer, and I focus on digital currencies and monetary economics. How are you using graphs?A few years ago ... Read More

Feed: AWS Big Data Blog. This is a blog post co-written by Karl Platz at Isentia. In their own words, “Isentia is the leading media monitoring, intelligence and insights solution provider, helping top-performing communication teams make sense of the world’s conversations in real-time.” Isentia is a publicly listed (ASX:ISD) media monitoring and intelligence company that provides software as a service (SaaS) tools used by over 35,000 people each day across eight countries in Australia and Southeast Asia. They process data in multiple languages from 6 million sources, including websites, radio, print, broadcast, blogs, social media, and many others. Their customers ... Read More

Feed: AWS Compute Blog. Author: Eric Johnson. This post is written by Bryant Bost, Cloud Application Architect. There is not a one-size-fits-all approach to access control for Amazon API Gateway. Properties of your application such as API type, identity provider, client access patterns, privacy requirements, and others influence the design of your access control solution. Understanding the types of access control available in API Gateway can help you design a solution that is right for your application. In this post, we review the different access control methods available in API Gateway, in addition to considerations for evaluating whether a method ... Read More