InfoQ Homepage Data Analysis Content on InfoQ
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Data Science at the Intersection of Emerging Technologies
Kirk Borne, principal data scientist at Booz Allen Hamilton, gave a keynote presentation at this year’s Oracle Code One Conference on how the connection between emerging technologies, data, and machine learning are transforming data into value. Emerging technological innovations like AI, robotics, computer vision and more, are enabled by data and create value from data.
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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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How Statistical Forecasting Can Help You Trust Your Data and Drive Business Agility
Statistical forecasting is a highly effective way to improve delivery predictions and avoid some traditional estimation problems. In a case study from AgileByExample 2018, by Piotr Leszczynski, he says it can also help you understand and trust your data more, and drive improvements in business agility.
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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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Investigating Near Misses to Prevent Disasters: QCon London Q&A
Investigating near misses by gathering data from the field and exploring anything that looks wrong or is a bit odd can help to prevent disasters, said Ed Holland, software development manager at Metaswitch Networks. At QCon London 2019 he gave a talk about avoiding being in the news by investigating near misses.
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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.
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Microsoft Announces New Azure Analytics Services ADLS, ADX and More
Microsoft has announced the general availability of two new Azure analytics services - Azure Data Lake Storage Gen2 (ADLS) and Azure Data Explorer (ADX). Furthermore, Microsoft also announced the preview of Azure Data Factory Mapping Data Flow.
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Uber Introduces AresDB: GPU-Powered, Open-Source, Real-Time Analytics Engine
Uber recently introduced AresDB, an open-source real-time analytics engine leveraging an unconventional power source - graphics processing units (GPUs) - for meeting the growing demands of analysis at scale and at the same time unifying, simplifying and improving Uber’s existing solutions.
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Making Machine Learning Adoptable for Clinicians
Dr. Alexander Scarlat explains the core tenants of machine learning in his 12-part series "Machine Learning Primer for Clinicians." Scarlat covers defining aspects of machine learning, followed by examples that communicate aspects of measuring the performance of machine learning models. The series uses animated charts in place of the math to help readers understand the machine learning concepts.
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Amazon Offers Sustainability Datasets for Analysis
Amazon Web Services Open Data (AWSOD) and Amazon Sustainability (AS) are working together to make sustainability datasets available on the AWS Simple Storage Service (S3), and they are removing the undifferentiated heavy lifting by pre-processing the datasets for optimal retrieval. Sustainable datasets are commonly from satellites, geological studies, weather radars, agricultural studies, etc.
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JetBrains Introduces Datalore 1.0, an Intelligent Web Application for Data Analysis
JetBrains recently introduced Datalore 1.0, an intelligent web application for data analysis and visualization in Python. Datalore 1.0 brings an improved smart code editor, user-controlled code execution, professional subscription, and more.
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Agile Data Modeling for NoSQL Databases
Pascal Desmarets recently spoke at Data Architecture Summit 2018 Conference about agile modeling and best practices for NoSQL databases.