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AWS – Amazon SageMaker now supports geospatial ML (preview)
Amazon SageMaker now supports geospatial machine learning (ML), making it easier for data scientists and ML engineers to build, train, and deploy models using geospatial data. Today, the majority of all data generated contains geospatial information, but only a small fraction of it is used for ML because accessing, processing, and visualizing the data is complex, time […]
AWS – Amazon SageMaker Studio launches redesigned user interface
Amazon SageMaker Studio is an integrated development environment (IDE) that provides a single, web-based visual interface where users can access purpose-built tools to perform all machine learning (ML) development steps, from preparing data to building, training, and deploying ML models. Today, we are excited to announce a redesign that enhances the user experience by improving […]
AWS – Amazon DocumentDB (with MongoDB compatibility) Elastic Clusters is now generally available
Amazon DocumentDB (with MongoDB compatibility) is announcing the general availability of Amazon DocumentDB Elastic Clusters, a new type of Amazon DocumentDB cluster that let’s you elastically scale your document database to handle millions of reads and writes per second with petabytes of storage. Read More for the details.
GCP – Load testing I/O Adventure with Cloud Run
In 2021 and 2022, Google I/O invited remote attendees to meet each other and explore a virtual world in the I/O Adventure online conference experience powered by Google Cloud technologies. (For more details on how this was done, see my previous post.) When building an online experience like I/O Adventure, it’s important to decide on […]
GCP – BigQuery Geospatial Functions – ST_IsClosed and ST_IsRing
Geospatial data analytics lets you use location data (latitude and longitude) to get business insights. It’s used for a wide variety of applications in industry, such as package delivery logistics services, ride-sharing services, autonomous control of vehicles, real estate analytics, and weather mapping. BigQuery, Google Cloud’s large-scale data warehouse, provides support for analyzing large amounts […]
GCP – Low-latency fraud detection with Cloud Bigtable
Each time someone makes a purchase with a credit card, financial companies want to determine if that was a legitimate transaction or if it is using a stolen credit card, abusing a promotion or hacking into a user’s account. Every year, billions of dollars are lost due to credit card fraud, so there are serious […]
GCP – 6 common mistakes to avoid in RESTful web API Design
Imagine ordering a “ready-to-assemble” table online, only to find that the delivery package did not include the assembly instructions. You know what the end product looks like, but have little to no clue how to start assembling the individual pieces to get there. A poorly designed API tends to create a similar experience for a […]
GCP – Built with BigQuery: Zeotap uses Google BigQuery to build highly customized audiences at scale
Zeotap’s mission is to help brands monetise customer data in a privacy-first Europe. Today, Zeotap owns three data solutions. Zeotap CDP is the next-generation Customer Data Platform that empowers brands to collect, unify, segment and activate customer data. Zeotap CDP puts privacy and security first while empowering marketers to unlock and derive business value in […]
GCP – Cloud CISO Perspectives: November 2022
Welcome to November’s Cloud CISO Perspectives. I’d like to celebrate the first year of the Google Cybersecurity Action Team (GCAT) and look ahead to the team’s goals for 2023. As with all Cloud CISO Perspectives, the contents of this newsletter are posted to the Google Cloud blog. If you’re reading this on the website and […]
AWS – Amazon Athena now supports Apache Spark
Amazon Athena now supports Apache Spark, a popular open-source distributed processing system that is optimized for fast analytics workloads against data of any size. Athena is an interactive query service that helps you query petabytes of data wherever it lives, such as in data lakes, databases, or other data stores. With Amazon Athena for Apache […]