Data Management
Top Stories
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Opinion
31 Jul 2026
AI value comes from continuous learning, not automation
The companies pulling ahead in AI aren't doing it by deploying more tools. Rather, they're building the data foundations that make intelligence reusable, scalable and reliable. Continue Reading
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Tip
31 Jul 2026
Integrate structured and unstructured data for better AI outputs
For AI agents to give the most accurate, informed responses, organizations must provide them with all the facts. Even those that are hidden in an old email or customer claim. Continue Reading
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News
10 Mar 2025
New Databricks tools tackle lingering GenAI accuracy issues
Features such as centralized model governance and real-time monitoring aim to improve the accuracy of outputs so that enterprises can confidently scale beyond experimentation. Continue Reading
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Definition
06 Mar 2025
What is data cleansing (data cleaning, data scrubbing)?
Data cleansing, also referred to as data cleaning or data scrubbing, is the process of fixing incorrect, incomplete, duplicate or otherwise erroneous data in a data set. Continue Reading
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News
04 Mar 2025
Qdrant update adds security measures for AI development
The vector database specialist's update includes features that enable secure AI development such as role-based access control and an API for managing cloud deployments. Continue Reading
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News
03 Mar 2025
Alation unveils AI agents plus SDK for agentic development
The data catalog vendor's new agents for documentation and data quality monitoring represent innovation among metadata management vendors and could force competitors to respond. Continue Reading
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News
03 Mar 2025
Teradata unveils vector store to fuel AI development
The longtime data management and analytics vendor's new feature will enable developers to discover the relevant data needed to train business-specific generative AI applications. Continue Reading
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Opinion
27 Feb 2025
AI's appetite for data is changing data requirements
AI relies on high-quality real-time data. Companies that fail to modernize their data strategies risk falling behind, while those that adapt unlock AI's competitive advantage. Continue Reading
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News
26 Feb 2025
Snowflake adds OpenAI models with Microsoft integration
In a move that adds more model choices for AI developers, models including GPT-4o are now natively available in Cortex AI alongside models from Anthropic, Meta, Mistral and others. Continue Reading
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News
26 Feb 2025
Google boosts AlloyDB with added vector search capabilities
New features address the accuracy and performance of the in-database vector searches that discover relevant data for feeding and training AI models and applications. Continue Reading
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News
25 Feb 2025
IBM to buy open source data platform and AI vendor DataStax
The tech giant looks to the Astra DB creator to strengthen its Watsonx family of AI products. Continue Reading
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News
25 Feb 2025
Reltio adds real-time data delivery to fuel fast decisions
The vendor's new Lightspeed Data Delivery Network can be used to feed customer recommendation engines and other applications that need data instantaneously to fuel actions. Continue Reading
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News
24 Feb 2025
Couchbase integrates with Nvidia NIM to aid AI development
By joining its Capella AI Model Services environment for AI development with Nvidia's microservices suite, the database vendor aims to make building and managing AI apps easier. Continue Reading
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News
20 Feb 2025
Cube semantic layer eases data access from Power BI, Excel
New integrations aim to better enable Microsoft users to directly access data in cloud data warehouses, which has been problematic given how different query languages interact. Continue Reading
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News
13 Feb 2025
Confluent, Databricks partner to simplify AI development
With a new integration, joint customers can more easily access real-time streaming data to develop, deploy and maintain trusted AI models and applications. Continue Reading
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News
12 Feb 2025
Snowflake's new Cortex Agents enables agentic AI development
The vendor's new managed service, now in preview, provides developers with an API for combining structured and unstructured data with LLMs to create agentic applications. Continue Reading
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News
12 Feb 2025
Ataccama adds data lineage to foster trust in AI, analytics
Given that the absence of trusted data hinders AI development, the vendor's new capabilities further its effort to provide users with the tools to ensure data can be trusted. Continue Reading
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Opinion
10 Feb 2025
Turning data into a strategic advantage
To transform data from a burden into an advantage, improve data management strategies, break down data silos, invest in analytics capabilities and build a data-driven culture. Continue Reading
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News
06 Feb 2025
Databricks' acquisition of BladeBridge boosts data migration
The data and AI vendor's latest purchase adds AI-powered ETL capabilities aimed at making it easier for new customers to transport data from competing data storage platforms. Continue Reading
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News
05 Feb 2025
Latest Aerospike database update prioritizes performance
The vendor's latest platform update addresses performance at scale by adding multi-object ACID transactions to better support the needs of online transaction processing. Continue Reading
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News
23 Jan 2025
Pinecone provides Assistant for generative AI development
The vector database specialist is expanding beyond managing data with a suite of APIs and other tools that enable users to tap into their data to create chatbots and agents. Continue Reading
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News
21 Jan 2025
TigerGraph launches Savanna to aid AI development
The latest evolution of the graph database specialist's platform aims to meet developers' data discovery and performance requirements as they build AI applications. Continue Reading
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News
16 Jan 2025
Snowflake takes aim at lowering GenAI development costs
By integrating its recently developed SwiftKV capabilities with LLMs, the vendor aims to make models more efficient so that customers pay less as they develop generative AI tools. Continue Reading
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News
15 Jan 2025
DBT Labs acquires SDF Labs to boost data transformation
By adding SQL comprehension capabilities, users will be able to validate code as it's written, speeding the transformation process and potentially improving data quality. Continue Reading
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News
09 Jan 2025
Oracle Exadata update boosts performance to meet AI needs
With database workloads growing due to the demands of AI development and real-time analytics, the tech giant's latest database infrastructure update focuses on efficiency. Continue Reading
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Feature
09 Jan 2025
16 top data governance tools to know about in 2025
Data governance software can help organizations manage governance programs. Here's a look at the key features and capabilities of 16 prominent governance tools. Continue Reading
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News
09 Jan 2025
Informatica natively integrates governance suite on GCP
An expanded partnership between the data prep specialist and tech giant makes it easier for joint customers to develop AI and analytics applications using properly prepared data. Continue Reading
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Opinion
27 Dec 2024
Human oversight enables automated data governance
Automating data governance makes tedious, time-consuming tasks more efficient. The human element remains critical to keeping automated systems in compliance with regulations. Continue Reading
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Opinion
26 Dec 2024
Data management 2025 predictions: Bringing generative AI to enterprise data
Organizations pursuing generative AI tools in 2025 will focus on making sure their data is AI-ready. The tools must work internally before consumers might see options next year. Continue Reading
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Feature
23 Dec 2024
Surging AI development will heighten focus on data in 2025
Without proper training, models and applications will fail. As a result, enterprises will pay increased attention to the information used to train artificial intelligence tools. Continue Reading
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News
19 Dec 2024
Boomi's Rivery acquisition aimed at AI, real-time analysis
With the purchase, the data integration specialist adds change data capture capabilities for AI and real-time analytics. Continue Reading
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News
18 Dec 2024
Record funding round reflects Databricks' differentiation
Based on its AI development and expansion within data management, the record $10 billion the vendor raised shows it is viewed differently from its competitors. Continue Reading
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News
17 Dec 2024
Databricks' record $10 billion funding round to fuel growth
The data lakehouse pioneer has expanded into AI development and plans to use the funding to fuel further investments in AI, make acquisitions and expand go-to-market efforts. Continue Reading
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News
17 Dec 2024
Nexla integration with Nvidia NIM boosts AI development
The complementary partnership combines the data integration vendor's discovery and retrieval capabilities with the tech giant's power to scale and secure AI development. Continue Reading
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News
11 Dec 2024
Aerospike adds new vector search capabilities to database
With vector search a critical component of AI development, the vendor's latest vector search and storage capabilities target simplifying data discovery for training AI tools. Continue Reading
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News
10 Dec 2024
Acceldata unveils AI-powered data observability tools
The vendor's update includes features such as error detection with root cause analysis and schema reconciliation that use AI to automate finding and fixing data integrity problems. Continue Reading
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News
03 Dec 2024
AWS reimagines SageMaker as suite for data, analytics, AI
The service is now a unified platform featuring a data catalog, lakehouse and integrations with other AWS platforms. Continue Reading
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News
02 Dec 2024
Couchbase unveils suite of services for developing AI
The new services include access to LLMs and unstructured data transformation aimed at enabling customers to build AI tools. Continue Reading
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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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Definition
18 Nov 2024
What is data egress? How it works and how to manage costs
Data egress is when data leaves a closed or private network and is transferred to an external location. Continue Reading
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Feature
14 Nov 2024
Noninvasive data governance offers friendly approach
Data governance doesn't need to be a burden on employees. A noninvasive approach formalizes existing responsibilities as components of a governance program. 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
08 Nov 2024
What is data?
In computing, data is information translated into a form that is efficient for movement or processing. Continue Reading
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Opinion
06 Nov 2024
Vectorized data uses see resurgence with generative AI
Advancements in generative AI are driving renewed interest in vector databases. Organizations have also found new uses for the established technology. Continue Reading
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Feature
31 Oct 2024
Why data-driven operations must measure data culture
Many organizations know what data culture is, but measuring culture levels and identifying necessary improvements is another challenge. 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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Tip
29 Oct 2024
How does enterprise data protection in Copilot work?
EDP is Microsoft's way of ensuring that any data that users expose through Copilot queries doesn't end up with third parties and isn't used to train the AI model. 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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Tip
28 Oct 2024
NoSQL database types explained: Column-oriented databases
Learn about the uses of column-oriented databases and the large data model, data warehouses and high-performance querying benefits the NoSQL database brings to organizations. 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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Definition
24 Oct 2024
What is Microsoft Visual FoxPro (VFP)?
Microsoft Visual FoxPro (VFP) is an object-oriented programming (OOP) environment with a built-in relational database engine. Continue Reading
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Tip
23 Oct 2024
NoSQL database types explained: Key-value store
Utilizing a key-value store can improve data processing speeds and scalability for data operations that do not require complex queries or analytics. 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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Definition
10 Oct 2024
What is Oracle?
Oracle is one of the largest vendors in the enterprise IT market and the shorthand name of its flagship product, a relational database management system (RDBMS) that's formally called Oracle Database. 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
09 Oct 2024
Alation launches AI governance suite to meet rising need
With interest in generative AI increasing, the vendor's new suite aims to help enterprises both mitigate risks as well as confidently use new applications. Continue Reading
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Tip
07 Oct 2024
Top 5 metadata management best practices
Organizations must craft a strategy, assemble a team and adopt standards to develop a strong metadata management strategy and ensure data accuracy, consistency and quality. Continue Reading
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News
07 Oct 2024
Monte Carlo aids data observability with root cause analysis
The vendor's new capabilities are designed to enable Databricks and GitLab users to quickly discover and resolve the underlying causes of data quality problems. 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
26 Sep 2024
Cockroach Labs adds vector search, updates pricing options
The database vendor's new update includes an integration with pgvector that provides users with the vector search capabilities needed to feed RAG pipelines and develop GenAI tools. Continue Reading
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News
24 Sep 2024
New Grafana Labs features aim to simplify observability
The vendor's latest set of capabilities includes prebuilt applications and automated features aimed at making it easier to use observability tools to monitor data and IT processes. Continue Reading
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Tip
20 Sep 2024
Metadata management tools: 9 top options to fulfill key needs
Metadata management tools can range from comprehensive packages of many features to masters of a specific niche. Consider 9 of the top options to find which fits your needs best. 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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Definition
18 Sep 2024
What is corporate performance management (CPM)?
Corporate performance management (CPM) encompasses the processes and methodologies used to align an organization's strategies and goals to its plans and actions as a business. Continue Reading
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Definition
13 Sep 2024
What is NoSQL (Not Only SQL database)?
NoSQL is an approach to database management that can accommodate a wide variety of data models, including key-value, document, columnar and graph formats. 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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Tip
10 Sep 2024
5 data governance framework examples
Data governance isn't plug and play: Organizations must select which data governance framework best fits their business goals and needs. Continue Reading
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News
10 Sep 2024
Oracle keeps AI focus with database updates, new data lake
Updates to HeatWave and Database 23ai, along with the introduction of Intelligent Data Lake, are all aimed at better enabling customers to develop artificial intelligence tools. Continue Reading
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Feature
09 Sep 2024
Exploding interest in GenAI makes AI governance a necessity
With more employees of organizations now using artificial intelligence tools to inform business decisions, guidelines that ensure their safe and secure use are critical. Continue Reading
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Tip
09 Sep 2024
6 dimensions of data quality boost data performance
Poor data quality can lead to costly mistakes and bad decision making. The six dimensions of data quality ensure accurate, complete, consistent, timely, valid and unique data. Continue Reading
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Tip
05 Sep 2024
Understand Microsoft Copilot security concerns
Microsoft Copilot raises security concerns around unauthorized or unintentional data access. Prevent leaks with vigilant oversight and comprehensive user access reviews. Continue Reading
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Tip
05 Sep 2024
How to make a metadata management framework
Don't wait until you have a metadata management problem to address the issue. Put a metadata management framework in place to prepare for potential issues. Continue Reading
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News
04 Sep 2024
InfluxData targets performance, adds self-managed version
The time series database specialist's update addresses performance to better handle complex real-time workloads and includes a new option for on-premises and private cloud users. 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
27 Aug 2024
Successful data operations follow a data governance roadmap
Implementing a data governance strategy requires a roadmap to keep everyone on track and overcome challenges. Follow eight key steps for best results. Continue Reading
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Definition
27 Aug 2024
What is Structured Query Language (SQL)?
Structured Query Language (SQL) is a standardized programming language that is used to manage relational databases and perform various operations on the data in them. Continue Reading
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Definition
23 Aug 2024
What is data validation?
Data validation is the practice of checking the integrity, accuracy and structure of data before it is used for or by one or more business operations. 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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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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Tip
08 Aug 2024
10 top vector database options for similarity searches
Vector databases excel in different areas of vector searches, including sophisticated text and visual options. Choose the platform that best fits organizational needs. Continue Reading
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Opinion
06 Aug 2024
Generative AI shines spotlight on data governance and trust
Generative AI creates new opportunities for how organizations use data. Strong data governance is necessary to build trust in the data AI models use. Continue Reading
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Definition
02 Aug 2024
What is a data flow diagram (DFD)?
A data flow diagram (DFD) is a graphical or visual representation that uses a standardized set of symbols and notations to describe a business's operations through data movement. Continue Reading
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News
01 Aug 2024
New Snowflake service enables secure AI, ML deployment
Snowpark Container Services aims to provide the vendor's users with a secure environment for deploying and managing models and applications without having to move their data. 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
29 Jul 2024
What is denormalization and how does it work?
Denormalization is the process of adding precomputed redundant data to an otherwise normalized relational database to improve read performance. 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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Tip
25 Jul 2024
How to use a data governance maturity model
A data governance maturity model identifies where current operations are lacking and how to make improvements that better protect and use data. Continue Reading
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Tip
24 Jul 2024
Cloud database comparison: AWS, Microsoft, Google and Oracle
Here's a look at the rival cloud database offerings from AWS, Google, Microsoft and Oracle based on their product breadth, migration capabilities and pricing models. Continue Reading
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Definition
24 Jul 2024
What is a data architect?
A data architect is an IT professional responsible for defining the policies, procedures, models and technologies used in collecting, organizing, storing and accessing company information. Continue Reading
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Feature
22 Jul 2024
IoT data management extends best practices to the edge
IoT devices generate and collect data from points all over the network. Organizations must apply general data management best practices to get the most value from IoT data. Continue Reading
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Tip
19 Jul 2024
Top 6 data fabric tools providers
Organizations that want a data fabric architecture should consider how six top vendors use their suite of tools to support a range of data management, automation and AI capabilities. Continue Reading
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Definition
17 Jul 2024
What is a vector database?
A vector database is a type of database technology that's used to store, manage and search vector embeddings, numerical representations of unstructured data that are also referred to simply as vectors. Continue Reading