Data governance
Data governance processes manage the availability, usability, integrity and security of the data in enterprise systems. These processes rely on detailed internal data standards and policies that also control data usage. Learn about the latest data governance processes and strategies to ensure data is consistent, trustworthy and properly protected.
Top Stories
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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: GenAI changes 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
6 trends that shaped data management, analytics in 2024
The transformation of data platforms into AI development platforms and the rise of agentic AI were the top developments in data management and business intelligence. 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
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
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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Feature
09 Dec 2024
Top 7 data preparation challenges and how to overcome them
Data preparation is a crucial but complex part of analytics applications. Don't let seven common challenges send your data prep processes off track. Continue Reading
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News
09 Dec 2024
Alteryx names new CEO amid ongoing change
A year after getting acquired by private equity firms amid declining revenue growth and a slow transition to the cloud, the longtime data management vendor has a new leader. Continue Reading
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Tip
09 Dec 2024
10 data governance challenges that can sink data operations
No organization can successfully use data without data governance. Addressing 10 data governance challenges is necessary to avoid financial loss and reputation damage. Continue Reading
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News
05 Dec 2024
New Qlik integrations ready data for AI development
The longtime analytics and data management vendor's new integrations are designed to enable customers to ingest and prepare data for GenAI. 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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Tip
22 Nov 2024
The pros and cons of Drupal
Drupal is a highly customizable and scalable CMS, which makes it suitable for large organizations. Yet, inexperienced admins often struggle with its steep learning curve. Continue Reading
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News
19 Nov 2024
With new Fabric features, Microsoft aims at AI development
New data management and analytics suite features include databases and a data catalog to enable enterprises to develop and operationalize advanced applications. 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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Definition
05 Nov 2024
What is customer insight (consumer insight)?
Customer insight, or consumer insight, is the understanding and interpretation of customer data, behaviors and feedback into conclusions that can be used to drive actions that improve product development and customer support. 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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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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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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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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News
08 Oct 2024
Databricks Apps a toolkit that simplifies AI development
Features including native integrations with development platforms and automatic provisioning of serverless compute enable customers to more easily develop and deploy applications. 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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Feature
24 Sep 2024
Compare information governance vs. records management
Information governance focuses on the framework organizations follow to manage information, whereas records management centers around the lifecycle of digital and physical records. Continue Reading
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Answer
23 Sep 2024
Are electronic signatures legally binding?
Remote and hybrid work have fast-tracked many digital initiatives, including electronically signing legal documents. But e-signatures' legal background has a long history. Continue Reading
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Tip
20 Sep 2024
How to manage proprietary enterprise data in AI deployments
Explore strategies for managing sensitive data in enterprise AI deployments, from establishing clear data governance to securing tools and building a responsible AI culture. Continue Reading
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Tip
19 Sep 2024
4 certifications for information governance professionals
Information governance is a broad discipline with many different certifications. The most common include ARMA's IGP, AIIM's CIP and IAPP's CIPM. Continue Reading
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News
17 Sep 2024
Panzura unveils first offering after Moonwalk acquisition
After acquiring data management vendor Moonwalk in July, Panzura is debuting its next verse with the release of Panzura Symphony, a data orchestration service. 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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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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Feature
03 Sep 2024
GenAI demands greater emphasis on data quality
As GenAI explodes and enables enterprise decision-making at previously unseen speed and scale, accurate information to train models and applications becomes increasingly important. Continue Reading
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News
28 Aug 2024
SAP-Collibra deepen integrations for Datasphere
SAP and Collibra expand their partnership, integrating Collibra's data governance tools into SAP Datasphere, bolstering data management and governance for AI and analytics. 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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News
26 Aug 2024
GenAI evolving, remains dominant data and analytics trend
As enterprise use of generative AI evolves from theory to practice, it remains the dominant development focus, with governance and real-time streaming playing complementary roles. 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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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
21 Aug 2024
4 information governance challenges and how to overcome them
Organizations often neglect information governance in favor of more revenue-generating initiatives. This leads to challenges with information growth and fragmented systems. Continue Reading
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Opinion
16 Aug 2024
You need analytics governance
Analytics governance might not seem exciting, but it can improve innovation and mitigate risks. It's also critical to responsible data management and analytics practices. 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
06 Aug 2024
Compare SharePoint 2019 vs. SharePoint Online
SharePoint 2019 and SharePoint Online have different customization capabilities, payment models and more. Organizations must consider these distinctions before selecting one. 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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Quiz
05 Aug 2024
Quiz: Test your knowledge of information governance best practices
As strict privacy laws challenge organizations, information governance is the answer. This quiz can help business leaders test their knowledge of information governance basics. Continue Reading
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Definition
02 Aug 2024
What is a data flow diagram (DDF)?
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
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
30 Jul 2024
What is data loss prevention (DLP)?
Data loss prevention (DLP) -- sometimes referred to as 'data leak prevention,' 'information loss prevention' or 'extrusion prevention' -- is a strategy to mitigate threats to critical data. Continue Reading
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Definition
29 Jul 2024
What is GDPR? Compliance and conditions explained
The General Data Protection Regulation (GDPR) is legislation that updated and unified data privacy laws across the European Union (EU). Continue Reading
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Tip
26 Jul 2024
Guide to synthetic test data
Synthetic data can replicate real-world scenarios in software testing. Discover how synthetic data addresses challenges posed by real-world data while preserving its advantages. Continue Reading
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Definition
26 Jul 2024
What is electronic data processing (EDP)?
Electronic data processing (EDP) refers to the gathering of data using electronic devices, such as computers, servers and internet of things (IoT) technologies. Continue Reading
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Definition
25 Jul 2024
What is data lifecycle?
A data lifecycle is the sequence of stages that a unit of data goes through from its initial generation or capture to its archiving or deletion at the end of its useful life. Continue Reading
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Definition
25 Jul 2024
What is data labeling?
Data labeling is the process of identifying and tagging data samples commonly used in the context of training machine learning (ML) models. 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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News
24 Jul 2024
Knime adds new AI governance measures to analytics suite
The vendor's latest update adds connectivity to AI providers to enable GenAI development as well as governance features to address the growing use of GenAI and its inherent risks. Continue Reading
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Tip
23 Jul 2024
Microsoft Copilot Copyright Commitment explained
The copyright laws around generative AI-created content are still somewhat unclear, so organizations should look to Microsoft's copyright protections for guidance. Continue Reading
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Definition
18 Jul 2024
What is data privacy?
Data privacy, also called information privacy, is an aspect of data protection that addresses the proper storage, access, retention, immutability and security of sensitive data. 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
16 Jul 2024
healthcare CIO (healthcare chief information officer)
A healthcare CIO (healthcare chief information officer) is an executive at a healthcare organization that oversees the operation of the information technology department and consults with other C-level personnel on technology-related needs and purchasing decisions. Continue Reading
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Video
15 Jul 2024
Data protection vs. data privacy vs. data security explained
Data protection, privacy and security all play critical roles in effective data management. Continue Reading
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News
11 Jul 2024
Data quality specialist Soda secures $14M to fuel expansion
The Europe-based vendor intends to use its latest funding to shift its growth focus to the U.S. while also continuing to invest in its AI-fueled observability platform. Continue Reading
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News
02 Jul 2024
Databricks launches generative AI tools, including assistant
The vendor's assistant and automatically generated metadata descriptions together enable users to work with data using natural language and receive accurate outputs in response. Continue Reading
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Definition
02 Jul 2024
data structure
A data structure is a specialized format for organizing, processing, retrieving and storing data. Continue Reading
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Tip
25 Jun 2024
Evaluating data quality requires clear and measurable KPIs
KPIs and metrics are necessary to measure the quality of data. Organizations can use the dimensions of data quality to establish metrics and KPIs for their specific needs. 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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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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Definition
12 Jun 2024
data protection impact assessment (DPIA)
A data protection impact assessment (DPIA) is a process designed to help organizations determine how data processing systems, procedures or technologies affect individuals' privacy and eliminate any risks that might violate compliance. Continue Reading
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Definition
12 Jun 2024
privacy impact assessment (PIA)
A privacy impact assessment (PIA) is a method for identifying and assessing privacy risks throughout the development lifecycle of a program or system. Continue Reading
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News
12 Jun 2024
New Databricks tools target AI quality, cost and security
The vendor's latest features aim to help customers improve model accuracy by securely developing compound systems that include multiple language models and RAG pipelines. Continue Reading
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Answer
06 Jun 2024
Data lake governance: Benefits, challenges and getting started
A data lake that isn't well governed might become more of a swamp. Explore the key benefits and challenges of data governance in a data lake, plus initial steps to take. Continue Reading
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Definition
06 Jun 2024
RDBMS (relational database management system)
A relational database management system (RDBMS) is a collection of programs and capabilities that enable IT teams and others to create, update, administer and otherwise interact with a relational database. Continue Reading
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Definition
04 Jun 2024
data de-identification
Data de-identification is decoupling or masking data, to prevent certain data elements from being associated with the individual. 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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Definition
31 May 2024
graph database
A graph database, also referred to as a semantic database, is a software application designed to store, query and modify network graphs. 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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Tutorial
23 May 2024
Automate Microsoft 365 user offboarding with PowerShell
Automation is a good way for admins to handle all the tasks associated with removing a user from the organization's tenant in Microsoft's cloud-based productivity platform. 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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Definition
17 May 2024
hashing
Hashing is the process of transforming any given key or a string of characters into another value. 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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Tutorial
13 May 2024
How to manage Microsoft 365 guest users with PowerShell
The flexible automation tool used in conjunction with Microsoft Graph can give admins the right combination to quickly tackle a range of tasks related to guest user management. 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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Definition
08 May 2024
Digital Personal Data Protection Act, 2023
India's Digital Personal Data Protection Act, 2023 (DPDPA) is a comprehensive privacy and data protection law that recognizes the right of individuals, referred to as "data principals," to protect their personal data during the processing of that data for lawful purposes. Continue Reading
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Feature
02 May 2024
What is a data protection officer (DPO) and what do they do?
Today's DPO must juggle technical, legal and collaborative skills in the shadow of more sophisticated data breaches, tougher data privacy laws and generative AI deployments. 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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Tip
30 Apr 2024
How to avoid Microsoft 365 management pitfalls
A migration to the cloud collaboration platform requires a command of the multiple admin portals available to admins to help the organization make the most of its subscription. 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