Data integration
Most organizations draw data from multiple sources, including external ones. Data integration combines this data to create unified sets of information for tracking business performance and managing operations. Learn about data integration strategies to ensure information from multiple sources is consistent to meet users' data analysis needs across the organization.
Top Stories
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News
26 Nov 2024
How to get data ready for AI development
Factors including a combination of commitment to data quality, proper technology and pertinent processes are key to preparing data for feeding models and applications. Continue Reading
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News
22 Nov 2024
Snowflake fuels edtech vendor's data and AI initiatives
PowerSchool is creating personalized educational experiences for teachers, students, parents, administrators and others by using its data to train AI tools. Continue Reading
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News
20 Nov 2024
Snowflake partners with Anthropic to improve AI development
The alliance aims to make it easier and faster for the data cloud vendor's customers to use the Claude line of large language models when developing advanced applications. Continue Reading
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News
14 Nov 2024
Alteryx adds tools for cloud, hybrid analytics deployments
The vendor's update includes new data preparation and blending tools, improved interoperability with data warehouses and the preview of AI-powered insight generation capabilities. Continue Reading
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News
14 Nov 2024
Monte Carlo adds more GenAI to data observability platform
The vendor's latest update features an LLM-powered tool that delivers recommendations for developing data quality monitors along with a DataOps dashboard and new integrations. Continue Reading
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News
12 Nov 2024
Snowflake unveils AI development, security capabilities
The vendor's latest includes additions to Cortex AI that simplify developing conversational AI tools and new security measures after its environment was infiltrated in May. Continue Reading
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Tip
11 Nov 2024
Metaplane app adds data observability for Snowflake users
The data observability specialist's new native app for the data cloud enables users to monitor data quality as they develop the analytics and AI tools that inform decisions. Continue Reading
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Definition
07 Nov 2024
What is customer profiling?
Customer profiling is the detailed, systematic process of constructing a clear portrait of a company's ideal customer by gathering and analyzing information about their demographic, psychographic and behavioral attributes. Continue Reading
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Definition
06 Nov 2024
What is a metrics store?
A metrics store -- also sometimes referred to as a metrics layer, metrics platform or headless business intelligence (BI) -- is a centralized repository for metrics definitions, including the calculations of metrics. Continue Reading
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News
30 Oct 2024
Alation browser-based extension aims to streamline analysis
The vendor's extension for Google Chrome embeds its tools in users' browsers to reduce time wasted toggling between applications and improve efficiency and speed to insight. Continue Reading
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News
29 Oct 2024
Dremio updates data catalog to support all deployment types
Recognizing that some customers need to keep data on-premises, the vendor has extended the availability of its Data Catalog for Apache Iceberg beyond its cloud-based platform. Continue Reading
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News
25 Oct 2024
Informatica launches blueprints for developing generative AI
The vendor's new frameworks aim to simplify and speed developing GenAI tools and include data integration and governance capabilities along with connectors and best practices. Continue Reading
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Feature
23 Oct 2024
Databricks lakehouse a secret weapon for WNBA's Fever
The vendor's platform has helped Pacers Sports & Entertainment -- parent company of the NBA's Pacers and WNBA's Fever -- free data from isolation to fuel an analytics-driven future. Continue Reading
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News
22 Oct 2024
Reltio update delivers new AI-powered matching capabilities
The data unification vendor's latest AI tool is a prebuilt customer data matching tool that uses LLMs and machine learning to help users develop more complete customer profiles. Continue Reading
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News
16 Oct 2024
Informatica update targets preparing data for AI development
The data management vendor's latest platform update includes features aimed at enabling customers to effectively ready their data for informing models and applications. Continue Reading
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Feature
09 Oct 2024
Snowflake the engine for fintech firm's AI transformation
Specialist TS Imagine is using the data platform vendor's Cortex capabilities to extract value from unstructured data and become more efficient by automating processes. Continue Reading
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News
03 Oct 2024
SingleStore's BryteFlow acquisition targets data integration
The data platform vendor's purchase adds full change data capture capabilities and is aimed at improving data ingestion and integration from applications and databases. Continue Reading
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News
18 Sep 2024
Fivetran targets data security by adding Hybrid Deployment
The vendor's new feature aims to aid organizations that deal with sensitive data by enabling them to manage pipelines from private clouds and on-premises environments. Continue Reading
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News
17 Sep 2024
Confluent platform update targets developer choice, security
The vendor's latest follows its recent acquisition of WarpStream and adds new security features, along with support for the Table API to provide new options for Apache Flink users. Continue Reading
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Definition
12 Sep 2024
What is a data fabric?
A data fabric is an architecture and software offering a unified collection of data assets, databases and database architectures within an enterprise. Continue Reading
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News
03 Sep 2024
Couchbase launches database tools to foster AI development
The vendor's new columnar capabilities and mobile-based vector search are aimed at helping customers access unstructured data to inform models and applications. Continue Reading
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News
28 Aug 2024
Cribl positions for IPO with $319M in latest funding round
The observability specialist's latest financing, along with strong recurring revenue and customer growth, helps set the vendor up to go public pending further financial milestones. Continue Reading
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News
27 Aug 2024
Pinecone launches serverless vector database on Azure, GCP
Serverless, first launched on AWS, is now available on all three major public clouds in a move aimed at enabling customers to control costs in the environment of their choice. Continue Reading
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Tip
23 Aug 2024
How to use Microsoft Copilot in Power BI
Enable Microsoft Copilot in Power BI to automate key features using generative AI capabilities that improve insights and accelerate decision-making. Continue Reading
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News
22 Aug 2024
Collibra, Reltio integration targets discovery, governance
The new partnership aims to provide joint customers with complementary capabilities to help them better find relevant data for analysis and manage their data assets. Continue Reading
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Definition
20 Aug 2024
What is AWS Glue?
AWS Glue is a cloud-based and serverless data integration service that helps users to prepare data for analysis through automated extract, transform and load (ETL) processes. Continue Reading
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Definition
14 Aug 2024
What is parallel processing?
Parallel processing is a method in computing of running two or more processors, or CPUs, to handle separate parts of an overall task. Continue Reading
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Tip
13 Aug 2024
Use RAG with LLMs to democratize data analytics
Pairing retrieval-augmented generation with an LLM helps improve prompts and outputs, democratizing data access and making previously elusive information available to more users. Continue Reading
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News
01 Aug 2024
New features make Google's Spanner a database for AI
The introduction of graph processing, vector search and full-text search optimize Spanner for developing and managing modern applications and models, including GenAI. Continue Reading
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News
31 Jul 2024
Astronomer adds DBT Core support to data orchestration suite
The vendor's latest Astro platform update integrates the open source transformation tool to help users better prepare information for analytics and AI models and applications. Continue Reading
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Definition
25 Jul 2024
What are data silos and what problems do they cause?
A data silo is a repository of data that's controlled by one department or business unit and isolated from the rest of an organization, much like grass and grain in a farm silo are closed off from outside elements. Continue Reading
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News
24 Jul 2024
Precisely aiding wildfire fight with risk assessment data
The data integrity vendor's specialized database includes added topographical and weather-related information to help organizations prepare for and predict catastrophic fires. Continue Reading
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News
17 Jul 2024
Qlik launches Talend Cloud, aims to ensure data is trusted
The longtime BI vendor's new integration platform aims to deliver trust in the information users work with to inform analytics and AI models and applications. Continue Reading
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Definition
17 Jul 2024
Epic Systems
Epic Systems, also known simply as Epic, is one of the largest providers of health information technology, used primarily by large U.S. hospitals and health systems to access, organize, store and share electronic medical records. Continue Reading
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News
16 Jul 2024
Teradata integrates with DataRobot to aid AI development
The partnership provides the data management and analytics vendor's users with more choice so that they can develop advanced models and applications with their preferred tools. Continue Reading
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News
15 Jul 2024
AI readiness requires buy-in, technology and good governance
With interest in natural language processing, predictive analytics and other augmented intelligence rises, more than tooling is needed for enterprises to properly prepare. Continue Reading
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Tip
12 Jul 2024
7 data modeling techniques and concepts for business
Three types of data models and various data modeling techniques are available to data management teams to help convert data into valuable business information. Continue Reading
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News
10 Jul 2024
Graph technology helps battle election misinformation
Backed by a grant from Neo4j, including free use of its platform, Syracuse University is exposing coordinated networks that spread election misinformation on social media. Continue Reading
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News
26 Jun 2024
SingleStore adds Iceberg integration, improved vector search
The data platform vendor's latest update targets GenAI development by enabling easier access to unstructured data, making searches more efficient and optimizing cloud consumption. Continue Reading
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News
26 Jun 2024
Oracle launches HeatWave GenAI to fuel AI development
The tech giant updated its database with new features aimed at simplifying model and application development cost-effectively, including in-database LLMs. Continue Reading
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News
20 Jun 2024
Actian goes to the edge with latest Zen database update
The data management and analytics vendor's embeddable database now includes streaming capabilities via support for Kafka and faster query times that enable decisions in real time. Continue Reading
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News
17 Jun 2024
Reltio targets trusted data with GenAI, prebuilt tools
The vendor's latest update adds new customer insight capabilities, including an AI assistant, and industry-specific tools all aimed at providing a trusted foundation for analysis. Continue Reading
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News
14 Jun 2024
Anomalo unveils quality monitoring for unstructured data
The data quality specialist's capabilities will enable customers to monitor unstructured text to ensure the health of data used to inform analytics and AI models and applications. Continue Reading
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Tip
14 Jun 2024
ORM vs. SQL: When to use each
Object relational mapping and raw SQL are two different ways to interact with relational databases. Learn when to use each of the two methods and when using both is appropriate. Continue Reading
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Definition
12 Jun 2024
data mesh
Data mesh is a decentralized data management architecture for analytics and data science. Continue Reading
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Feature
11 Jun 2024
Qlik analytics suite helps cities combat climate change
The longtime BI and data integration vendor's tools enable C40 Cities, a climate leadership consortium of nearly 100 cities, to operationalize critical environmental data. Continue Reading
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Feature
10 Jun 2024
9 top data architect and data engineer certifications in 2024
Learn what it takes to achieve and accelerate a rewarding career in data architecture and choose from among some of the best data architect and data engineer certifications. Continue Reading
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Tip
07 Jun 2024
Evaluate and choose from the top 10 data profiling tools
Any effective data quality process needs data profiling. Evaluate key criteria to select which of the top 10 data profiling tools best fits your needs. Continue Reading
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News
06 Jun 2024
Databricks $1B-plus Tabular acquisition adds Iceberg support
The lakehouse specialist's latest purchase adds support for Apache Iceberg to its existing support for Delta Lake and is also a direct confrontation of rival Snowflake. Continue Reading
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Feature
06 Jun 2024
Qlik meets user needs with realistic approach to generative AI
With trusted data as a foundation, the longtime analytics and data integration vendor has been pragmatic in its creation of an environment that enables generative AI development. Continue Reading
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News
04 Jun 2024
Snowflake demonstrates shift to AI with newest features
After a slow start to building an environment for developing AI applications, the vendor unveils new features that show it is catching up to its peers. Continue Reading
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News
04 Jun 2024
Qlik unveils GenAI assistant, tools to build trusted AI
The longtime analytics vendor's latest new features include data integration capabilities targeting data quality and a GenAI assistant that includes data lineage capabilities. Continue Reading
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News
31 May 2024
Trusted data key for Qlik as it develops foundation for AI
The analytics and data integration vendor is focused on providing users with a foundation of trusted data as it develops an ecosystem for developing next-generation applications. Continue Reading
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Tip
23 May 2024
Managing databases in a hybrid cloud: 10 key considerations
To manage hybrid cloud database environments, consider business and application goals, consistency, configuration management, synchronization, latency, security and stability. Continue Reading
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News
22 May 2024
Microsoft Fabric gets new generative AI tech, more openness
As the tech giant builds out its unified platform for data management and analytics, new tools address ease-of-use with AI and data unification with integrations. Continue Reading
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News
21 May 2024
Informatica adds AI assistant, GenAI development interface
The longtime data management vendor's new capabilities simplify use of its platform, enabling nontechnical users to work with its tools and making experts more efficient. Continue Reading
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News
15 May 2024
Alteryx unveils AI assistant aimed at improving efficiency
The GenAI assistant, now in preview, aims to provide the data management vendor's users with best practices and other assistance as they develop analytics workflows in Designer. Continue Reading
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News
15 May 2024
DBT Labs unveils AI assistant, more tools to transform data
The data transformation specialist's latest update includes new governance and metadata management capabilities as well as an AI-powered copilot for developer efficiency. Continue Reading
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News
13 May 2024
Alation adds automation to deal with exploding data volume
The data catalog specialist's Workflow Automation provides customers with bots and prebuilt workflows that aid data stewardship by automating repetitive data management tasks. Continue Reading
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News
08 May 2024
Databricks adds vector search, new LLM support to AI suite
The data lakehouse pioneer is targeting model accuracy with the GA of vector search capabilities that help customers find the data needed to train advanced analytics applications. Continue Reading
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News
07 May 2024
Dremio adds text-to-SQL tool, new partnerships to fuel GenAI
The latest update from the data lakehouse specialist includes text-to-SQL translation capabilities and new partnerships that help create an ecosystem for GenAI development. Continue Reading
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News
02 May 2024
MongoDB launches tools for developing generative AI apps
The database vendor's new capabilities include Atlas Stream Processing to enable real-time model updates and Atlas Search Nodes to handle advanced analytics workloads. Continue Reading
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News
02 May 2024
Oracle adds vector search capabilities to database platform
The tech giant's update features capabilities aimed at enabling users to operationalize unstructured data as well as bring AI to their data to avoid duplication and isolation. Continue Reading
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News
30 Apr 2024
MicroStrategy targets trusted AI with latest platform update
The vendor's platform now includes capabilities aimed at helping customers trust NLP responses, as well as automate workflows from dashboards and third-party applications. Continue Reading
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News
30 Apr 2024
Tableau adds generative AI tools, tightens Databricks bond
The analytics vendor's new features include a tool that enables customers to explore metrics using natural language as well as connectors that improve its link to Databricks. Continue Reading
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News
30 Apr 2024
TigerGraph unveils GenAI assistant, introduces new CEO
Under the leadership of Hamid Azzawe, the graph database specialist's new copilot and platform update target new users beyond its historical base of academics and engineers. Continue Reading
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Definition
29 Apr 2024
data gravity
Data gravity is the ability of a body of data to attract applications, services and other data. Continue Reading
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News
24 Apr 2024
AtScale adds semantic layer support for AI, GenAI models
The vendor's new platform update centers around decision-making flexibility, collaboration and community, and includes a metadata hub along with support for advanced applications. Continue Reading
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News
24 Apr 2024
Snowflake targets enterprise AI with launch of Arctic LLM
The data cloud vendor's open source LLM was designed to excel at business-specific tasks, such as generating code and following instructions, to enable enterprise-grade development. Continue Reading
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Definition
12 Apr 2024
noisy data
Noisy data is a data set that contains extra meaningless data. Almost all data sets will contain a certain amount of unwanted noise. Continue Reading
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Definition
10 Apr 2024
Google Analytics
Google Analytics is a web analytics service that provides numerous analytical tools for marketing purposes. Continue Reading
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News
04 Apr 2024
Coalesce raises $50M to expand data transformation platform
The startup's new funding is a vote of confidence from investors given how difficult it has been for technology vendors to secure financing over the past two years. Continue Reading
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04 Apr 2024
Aerospike raises $114M to fuel database innovation for GenAI
The vendor will use the funding to develop added vector search and storage capabilities as well as graph technology, both of which can be used to train generative AI models. Continue Reading
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Definition
02 Apr 2024
data analytics (DA)
Data analytics (DA) is the process of examining data sets to find trends and draw conclusions about the information they contain. Continue Reading
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News
01 Apr 2024
Vector search and storage key to AWS' database strategy
The tech giant is prioritizing vector search and storage, adding the capabilities to its data storage tools so customers can use them with language models to build AI applications. Continue Reading
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News
27 Mar 2024
Domo to add prebuilt models, chat capabilities to AI suite
The BI vendor's latest innovations include conversational analytics capabilities and prebuilt models designed to help customers forecast outcomes and conduct sentiment analysis. Continue Reading
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News
21 Mar 2024
Databricks acquisition of Lilac targets GenAI development
The data platform vendor's latest purchase expands its generative AI development capabilities by adding improved access to unstructured data that can be used to train models. Continue Reading
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Definition
21 Mar 2024
digital thread
A digital thread is a data-driven communication framework that connects traditionally siloed elements in manufacturing processes and provides an integrated view of an asset throughout the manufacturing lifecycle. Continue Reading
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News
19 Mar 2024
Confluent adds support for Apache Flink, unveils update
The streaming specialist has added a managed service for the popular open source compute layer so customers can use the tools of their choice to develop a data ecosystem. Continue Reading
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News
19 Mar 2024
Redpanda serverless streaming option targets cost control
The real-time data management specialist's new serverless platform enables customers to pay only for the compute power they use, which helps predict and manage spending. Continue Reading
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Definition
19 Mar 2024
data modeling
Data modeling is the process of creating a simplified visual diagram of a software system and the data elements it contains, using text and symbols to represent the data and how it flows. Continue Reading
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News
11 Mar 2024
Alation platform update targets building a data culture
New business lineage and data discovery capabilities aimed at helping customers develop an enterprise-wide data culture are included in the data catalog specialist's latest update. Continue Reading
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Definition
11 Mar 2024
What is Current Procedural Terminology (CPT) code?
Current Procedural Terminology (CPT) is a medical code set that enables physicians and other healthcare providers to describe and report the medical, surgical, and diagnostic procedures and services they perform to government and private payers, researchers and other interested parties. Continue Reading
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Definition
07 Mar 2024
decision-making process
A decision-making process is a series of steps one or more individuals take to determine the best option or course of action to address a specific problem or situation. Continue Reading
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News
05 Mar 2024
New Informatica governance suite automates data access
The vendor's new suite of AI-powered capabilities manage access to an enterprise's proprietary information to help ensure security and compliance while enabling analysis. Continue Reading
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Definition
05 Mar 2024
EAI (enterprise application integration)
Enterprise application integration (EAI) is the process of connecting an organization's business applications, services, databases and other systems into an integrating framework that facilitates communications and interoperability. Continue Reading
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News
05 Mar 2024
Snowflake signals AI commitment with Mistral AI partnership
Days after appointing a new CEO, the data cloud vendor showed a heightened focus on emerging technologies by aligning closely with a rising large language model developer. Continue Reading
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Definition
04 Mar 2024
star schema
A star schema is a database organizational structure optimized for use in a data warehouse or business intelligence that uses a single large fact table to store transactional or measured data, and one or more smaller dimensional tables that store attributes about the data. Continue Reading
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News
29 Feb 2024
Couchbase unveils vector search that extends to the edge
The vendor's new capabilities will enable users to feed and train AI models, and through an embeddable version of its database extend to edge devices for real-time insight. Continue Reading
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News
28 Feb 2024
Alation broadens ecosystem with spate of new integrations
The data catalog specialist is adding integrations with Amazon DynamoDB, MongoDB and Apache Kafka -- among others -- to broaden the connectivity of its data ecosystem. Continue Reading
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News
26 Feb 2024
Exasol gets jolt of AI with Espresso suite of capabilities
The analytics database vendor's trio of new AI capabilities, including the ability to pull in GenAI models, aims to improve the efficiency of decision-making. Continue Reading
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News
13 Feb 2024
Alation launches benchmark tool to assess data maturity
The data catalog specialist's new tool examines four key criteria, including literacy and governance, in assessing an organization's business intelligence culture. Continue Reading
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Feature
08 Feb 2024
Effective integration key to creating trusted data
Pipelines and platforms capable of managing volume and combining information from disparate sources in real time are key to the agile decision-making needs of modern organizations. Continue Reading
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Definition
08 Feb 2024
clinical decision support system (CDSS)
A clinical decision support system (CDSS) is an application that analyzes data to help healthcare providers make decisions and improve patient care. Continue Reading
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News
06 Feb 2024
New Acceldata co-pilot targets efficiency, broader use
The data observability specialist's new generative AI-powered capabilities are designed to help experts be more efficient as well as enable non-technical users to work with data. Continue Reading
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Definition
05 Feb 2024
personal health record (PHR)
A personal health record (PHR) is an electronic summary of health information that a patient maintains control of themselves, as opposed to their healthcare provider. Continue Reading
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News
01 Feb 2024
Databricks acquisition of Einblick enhances GenAI portfolio
The data lakehouse pioneer's latest purchase adds NLP capabilities to the generative AI features at the core of its new Data Intelligence Platform. Continue Reading
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News
31 Jan 2024
Rockset targets cost control with latest database update
The real-time database specialist added new compute power optimization and workload autoscaling capabilities to help customers better control their cloud computing costs. Continue Reading
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News
31 Jan 2024
ThoughtSpot update adds feedback loop to help train GenAI
The vendor continues to focus on generative AI, updating its conversational interface with more in-depth analysis capabilities and adding new methods of improving LLM accuracy. Continue Reading
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News
24 Jan 2024
SingleStore update adds new tools to fuel GenAI, analytics
The database vendor unveiled Pro Max, a rebranded version of its platform that includes new vector search and change data capture capabilities that enable AI and BI at scale. Continue Reading
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Feature
23 Jan 2024
Databricks lakehouse a key tool for champion Texas Rangers
The Rangers relied on the data management vendor's tools to develop metrics that led to key personnel and strategic decisions that helped Texas win its first World Series. Continue Reading
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Definition
22 Jan 2024
entity
An entity is a single thing with a distinct separate existence. It can be real or abstract. In many contexts, the term 'entity' is used to describe things or units that have no ready label or are difficult to classify under a single word. Continue Reading