InfoQ Homepage Data Analytics Content on InfoQ
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AWS Announces Clean Rooms for Secure Collaboration with Analytics Data
During the recent re:Invent conference, AWS announced the preview of Clean Rooms for analytics data. The new service provides safe environments where multiple customers can securely share and analyze data with control of how the data is used, reducing the risk of sharing personal data.
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AWS Glue Now Supports Crawler History
AWS recently launched support for histories of AWS Glue Crawlers, which allows the interrogation of Crawler executions and associated schema changes for the last 12 months.
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Austrian DPA Ruling against Google Analytics Paves the Way to EU-based Cloud Services
In a recent ruling, the Austrian data regulator declared the use of Google Analytics unlawful based on EU GDPR regulation. While the ruling is very specifically argued and worded, its implications go well beyond this particular case.
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Data Collection, Standardization and Usage at Scale in the Uber Rider App
Uber Engineering recently published how it collects, standardises and uses data from the Uber Rider app. Rider data comprises all the rider's interactions with the Uber app. This data accounts for billions of events from Uber's online systems every day. Uber uses this data to deal with top problem areas such as increasing funnel conversion, user engagement, etc.
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Microsoft Renames Its Azure for FHIR API to Azure Healthcare APIs
Recently Microsoft announced the renaming of its Cloud for Healthcare's Azure API for Fast Healthcare Interoperability Resource (FHIR) to "Azure Healthcare APIs." In addition to the renaming of the APIs, the company also expands support for healthcare data to include patient health data via FHIR, medical imaging data via DICOM - and medical device data via the Azure IoT Connector for FHIR .
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Amazon SNS Gains Message Archiving and Analytics via Amazon Kinesis Data Firehose
Amazon Web Services (AWS) recently announced that Amazon SNS supports Amazon Kinesis Data Firehose subscriptions to send messages to "data lakes, data stores, and analytics services [...] without writing custom code". The new event destination also simplifies the integration of third-party service providers.
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AWS Announces a Data Management and Analytics Solution Called Amazon FinSpace
Recently, AWS announced a data management and analytics solution purpose-built for the Financial Services Industry (FSI) called Amazon FinSpace. The service aims to reduce the time it takes for financial analysts to find and access all types of financial data for analysis.
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Designing for Failure in the BBC's Analytics Platform
Last week at InfoQ Live, Blanca Garcia-Gil, principal systems engineer at BBC, gave a session on Evolving Analytics in the Data Platform. During this session, Garcia-Gil focused on how her team prepared and designed for two types of failure - "known unknowns" and "unknown unknowns."
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Accelerating Machine Learning Lifecycle with a Feature Store
Feature Store is a core part of next generation ML platforms that empowers data scientists to accelerate the delivery of ML applications. Mike Del Balso and Geoff Sims recently spoke at Spark AI Summit 2020 Conference about the feature store driven ML development.
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DataOps and Operations-Centric Data Architecture
Eric Estabrooks from DataKitchen spoke at this year's Data Architecture Summit 2019 Conference about how DevOps tasks should be managed for data architecture. DataOps is a collaborative data management practice and is emerging as an area of interest in the industry.
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Microsoft Announces Azure Synapse for Data Warehousing and Analytics
During Microsoft's annual Ignite conference the company announced a new analytics service called Azure Synapse. The service, which is a continuation of Azure SQL Data Warehouse, focuses on bringing enterprise data warehousing and big data analytics into a single service.
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Unlocking Market Data, Amazon Introduces AWS Data Exchange
In a recent blog post, Amazon introduced a new market data publisher/subscriber service called AWS Data Exchange. This service is an add-on to the existing AWS Marketplace and contains more than 1000 licensable data products from more than 80 data providers. These data feeds include both free and paid offerings that span industries such as financial services, health care, weather and mapping.
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Databricks' Unified Analytics Platform Supports AutoML Toolkit
Databricks recently announced the Unified Data Analytics Platform, including an automated machine learning tool called AutoML Toolkit. The toolkit can be used to automate various steps of the data science workflow.
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Los Angeles CTO Roundtable about AI and Data
The recent "Leaders in Data CTO Roundtable" in Los Angeles included discussions about an artificial intelligence (AI) framework/platform for business, data in the next five years, data software stacks, and acquiring data talent.
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Autonomous Analytics: Driving the Future of Data in Business Analytics
Autonomous data analytics will be the driver of business analytics in the future. and will be seamlessly integrated into our lives. John Thuma, from Arcadia Data, spoke at Enterprise Data World 2019 Conference in Boston about self-driving analytics.