Data science and analytics
As businesses' data volumes continue to expand, data science has become vital for to inform decision making, strategic planning and marketing techniques. Learn about the latest data science and analytics techniques businesses are incorporating to help identify opportunities to streamline processes, identify potential business ventures and improve customer service.
Top Stories
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News
23 Jul 2025
StarTree adding Iceberg support to simplify, speed analysis
With open table data storage formats gaining popularity, the vendor's pending support for Apache Iceberg promotes flexibility while also making analysis more efficient. Continue Reading
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News
23 Jul 2025
StarTree adding Iceberg support to simplify, speed analysis
With open table data storage formats gaining popularity, the vendor's pending support for Apache Iceberg promotes flexibility while also making analysis more efficient. Continue Reading
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News
21 Jul 2025
Oracle adds MCP support to advance agentic AI development
Given that the open standard simplifies the complex process of connecting systems during agentic AI development, the tech giant's integration with MCP stands to benefit users. Continue Reading
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Definition
21 Jul 2025
What are oversampling and undersampling?
Oversampling and undersampling are techniques used in data analytics and statistics to modify unequal data classes to create balanced data sets. Continue Reading
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News
17 Jul 2025
Ataccama targets business users with latest AI capabilities
The vendor's latest update makes data lineage accessible to business users, enabling them to trust their data and make decisions without consulting trained experts for assistance. Continue Reading
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Tip
16 Jul 2025
7 predictive analytics skills to improve simulation modeling
Predictive analytics skills such as statistical analysis, data preprocessing and model evaluation can help data professionals build more accurate, dynamic simulation models. Continue Reading
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News
15 Jul 2025
Microsoft, Databricks simplify synchronizing, sharing data
A new integration designed by the tech giant and data platform vendor eliminates the need for users to move or copy data to join it across platforms for better-informed analysis. Continue Reading
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News
15 Jul 2025
SnapLogic adds MCP support to aid agentic AI deployment
Following the launch of AgentCreator in 2024, the data integration vendor is adding support for the open standard to better enable customers to build and manage agentic tools. Continue Reading
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News
15 Jul 2025
Qdrant lowers vector database complexity to aid development
The vendor now provides an integrated environment for operationalizing unstructured data to aid enterprises struggling with a profusion of tools to generate and manage vectors. Continue Reading
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News
08 Jul 2025
Knime updates framework for agentic AI development
The open source analytics vendor is keeping up with competitors by providing features aimed at enabling users to create cutting-edge applications capable of autonomous action. Continue Reading
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News
08 Jul 2025
Denodo unveils DeepQuery to provide AI-powered deep analysis
The data virtualization specialist's new GenAI feature lets users dig deep into their data to discover the reasons underlying what's happening within their organization. Continue Reading
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Feature
08 Jul 2025
Data science applications across industries in 2025
Industries like healthcare, retail and finance use data science applications to improve diagnostics, optimize operations, forecast trends and prevent fraud. Continue Reading
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Definition
02 Jul 2025
What is cost per sale (pay per sale)?
Cost per sale (CPS), also known as pay per sale (PPS), is a performance-based marketing metric that calculates the cost a business incurs for each successful sale generated. Continue Reading
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News
02 Jul 2025
Qlik adds trust score to aid data prep for AI development
By measuring dimensions such as diversity and timeliness, the vendor's new tool helps users understand if their data is properly prepared to inform advanced applications. Continue Reading
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Feature
01 Jul 2025
Agents, semantic layers among top data, analytics trends
The top 10 predictions for the next few years are all influenced by the increasing deployment of AI to help make business decisions and take action. Continue Reading
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News
25 Jun 2025
Confluent platform update targets performance, simplicity
The vendor's latest release replaces its coordinating technology to make its tools easier to use and updates its Control Center for more efficient streaming data workloads. Continue Reading
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News
24 Jun 2025
New Actian features target data discoverability, reliability
Automatically embedded data governance, data product registration on a data marketplace platform and a natural language interface aim to make trusted data easier to discover. Continue Reading
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News
24 Jun 2025
Teradata extends AI development to on-premises environments
For enterprises concerned about cloud cost control and data sovereignty, the longtime vendor's new platform enables users to build advanced AI tools in their own systems. Continue Reading
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Definition
24 Jun 2025
What is prescriptive analytics?
Prescriptive analytics is a type of data analytics that provides guidance on what should happen next. Continue Reading
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News
20 Jun 2025
As Ocient matures, vendor names new CEO to drive growth
As the vendor moves from its startup to growth phase, John Morris, who has significant experience leading companies as they mature, is taking over to guide its evolution. Continue Reading
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News
17 Jun 2025
EnterpriseDB targets AI development with latest update
A low-code/no-code interface and data observability across hybrid environments address the challenges enterprises face moving AI projects beyond development and into production. Continue Reading
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News
17 Jun 2025
SingleStore boosts database performance to meet AI needs
With AI development and deployment imposing greater workload demands on data management systems than traditional analytics, the vendor's latest update targets efficiency at scale. Continue Reading
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News
13 Jun 2025
ThoughtSpot evolving as BI becomes driven by AI
Recent releases, including the Agentic Analytics Platform and Agentic Semantic Layer, demonstrate that the vendor continues to be creative amid the changing analytics industry. Continue Reading
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Feature
11 Jun 2025
Whoop pushing AI limits powered by Snowflake
The wearable health and fitness technology vendor has already put advanced applications into production for its workers, with plans to dramatically expand over the next year. Continue Reading
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News
11 Jun 2025
Latest Databricks tools use AI to simplify AI development
Fueled by user feedback, the vendor's newest features include a framework that automates building agents and a no-code interface for creating the pipelines that feed applications. Continue Reading
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News
06 Jun 2025
More reasoning, interoperability key to future of agentic AI
As agents evolve from hype to reality, research and industry must collaborate to improve agents' recall and ability to work together so that they can realize their full potential. Continue Reading
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Feature
05 Jun 2025
Customers pleased with Snowflake plans for AI
Features including a multimodal data ingestion and integration service that enables access to unstructured data demonstrate the vendor's move toward enabling app development. Continue Reading
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News
04 Jun 2025
Snowflake continues to add AI, boost Cortex capabilities
Features that enable users to develop agents, coupled with the integration of agentic capabilities into the vendor's own platform, show the vendor's growth beyond data management. Continue Reading
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Definition
04 Jun 2025
What is stream processing? Introduction and overview
Stream processing is a data management technique that involves ingesting a continuous data stream to quickly analyze, filter, transform or enhance the data in real time. Continue Reading
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News
03 Jun 2025
Snowflake acquisition of Crunchy Data adds Postgres database
The deal, which comes shortly after rival Databricks also purchased a PostgreSQL database vendor, adds open source capabilities aimed at better enabling AI development. Continue Reading
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News
03 Jun 2025
AI tools highlight latest swath of Snowflake capabilities
The vendor is developing a natural language interface that unites disparate data types and an agent that makes data scientists more efficient, among other features. Continue Reading
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Definition
03 Jun 2025
What is data preparation? An in-depth guide
Data preparation is the process of gathering, combining, structuring and organizing data for use in business intelligence, analytics and data science applications, as explained in this guide. Continue Reading
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Definition
02 Jun 2025
What is descriptive analytics?
Descriptive analytics is a type of data analytics that looks at past data to give an account of what has happened. Continue Reading
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News
29 May 2025
Monte Carlo adds observability for unstructured data
With AI tools requiring large amounts of high-quality input to be accurate, the vendor is making it easier to monitor all types of information as users build modern applications. Continue Reading
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News
28 May 2025
Sisense unveils new suite of AI-powered capabilities
Featuring a natural language interface and autonomous capabilities to augment human analysis, the vendor's toolkit simplifies developing and embedding advanced applications. Continue Reading
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Definition
21 May 2025
What is crowdsourcing?
Crowdsourcing is the practice of turning to a body of people to obtain needed knowledge, goods or services. Continue Reading
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News
20 May 2025
New Microsoft database, analytics tools target agentic AI
New features across the tech giant's broad array of BI and data management offerings, including Fabric and OneLake, provide developers with tools for agentic AI development. Continue Reading
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News
20 May 2025
Alation boosts agentic AI with Numbers Station acquisition
The acquisition adds capabilities such as Chat that enable users to embed agents in workflows to complement the vendor's existing plans for agentic development. Continue Reading
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News
19 May 2025
Addition of new AI capabilities shows Starburst's growth
The open source data lakehouse vendor continues to evolve beyond being a data mesh specialist with the additions of agentic tools, a development environment and a data catalog. Continue Reading
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News
15 May 2025
Qlik evolves to keep up with latest AI, analytics trends
The longtime BI vendor continues to expand beyond its historical base to keep current with what's happening in GenAI and agentic development, analytics, and data management. Continue Reading
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News
14 May 2025
Alteryx One launch aims to unify, simplify vendor's platform
The updated version of the data integration vendor's platform aims to make it easier to prepare data for AI and analytics, while new GenAI tools further simplify data preparation. Continue Reading
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News
14 May 2025
Databricks adds Postgres database with $1B Neon acquisition
The vendor's latest purchase comes six months after it raised $10B in funding. By adding PostgreSQL database capabilities, it aims to better enable users to build AI applications. Continue Reading
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News
14 May 2025
Boomi launches agentic AI development tools, support for MCP
The longtime iPaaS vendor continues to expand beyond its historical base with the additions of Agentstudio, agents that simplify integration and change data capture capabilities. Continue Reading
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News
14 May 2025
Informatica to build agents, foster agentic AI development
With agents now a major trend in data management, the vendor plans to join the fray by developing agentic capabilities and providing customers with the tools to do the same. Continue Reading
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News
14 May 2025
Qlik unveils agentic AI capabilities, launches lakehouse
An insight generation tool and capabilities that unlock unstructured data are among the longtime analytics vendor's latest features, while a data lakehouse represents expansion. Continue Reading
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News
07 May 2025
SAS update targets responsible agentic AI development
The longtime independent analytics vendor's latest Viya platform update includes Intelligent Decisioning, a set of governance-infused capabilities for developing agents. Continue Reading
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News
07 May 2025
Latest Neo4j release aims to simplify graph technology
Prebuilt algorithms that reduce the complexity of queries and connectivity to any data source are designed to make graph-based analysis accessible to a broader audience. Continue Reading
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Tip
06 May 2025
8 top cloud analytics certifications
Cloud data analytics certifications enhance careers and business efficiency. Compare costs, skills taught and time required to earn top credentials. Continue Reading
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News
06 May 2025
Snowflake launches auto industry-specific AI capabilities
The latest AI Manufacturing Data Cloud update adds features aimed at helping auto manufacturers deal with massive amounts of data being created by the industry's evolution. Continue Reading
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News
02 May 2025
Fivetran adds reverse ETL with acquisition of Census
The data integration specialist's purchase provides users with complementary capabilities that enable them to send transformed data back to applications where decisions are made. Continue Reading
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Feature
30 Apr 2025
Telecom giant uses Tableau Pulse to drive analytics adoption
As part of an effort to enable its employees to make data-informed decisions, Virgin Media O2 is using the GenAI-powered insight generator to show workers what's possible. Continue Reading
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News
30 Apr 2025
StarTree aims to simplify AI development with new features
The database vendor plans to add support for Model Context Protocol and automated vector embedding capabilities to make it faster and easier to benefit from agentic AI. Continue Reading
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News
30 Apr 2025
StarTree aims to simplify AI development with new features
The database vendor plans to add support for Model Context Protocol and automated vector embedding capabilities to make it faster and easier to benefit from agentic AI. Continue Reading
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News
29 Apr 2025
Acceldata launches agentic AI-powered anomaly detection
The data observability specialist's new feature uses agentic AI to ensure that the data used to inform analytics and AI tools is high quality and won't lead to poor decisions. Continue Reading
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News
24 Apr 2025
Yellowfin joins GenAI fray, launches new NLQ capabilities
The longtime BI vendor is the latest to add generative AI-powered natural language query capabilities aimed at enabling more users within organizations to use complex capabilities. Continue Reading
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Definition
18 Apr 2025
What is data profiling?
Data profiling refers to the process of examining, analyzing, reviewing and summarizing data sets to gain insight into the quality of data. Continue Reading
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Definition
16 Apr 2025
What is a data lake?
A data lake is a storage repository that holds a vast amount of raw data in its native format until it is needed for analytics applications. Continue Reading
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News
15 Apr 2025
Tableau enters the agentic AI era with the launch of Next
The new platform features agents addressing needs such as data preparation and natural language-based analysis, and includes a semantic layer that targets relevancy and accuracy. Continue Reading
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News
09 Apr 2025
Google enters new era of AI for data with launch of agents
Agentic AI applications for data engineering and data science along with a new underlying knowledge engine aim to make data management and analytics easier and more efficient. Continue Reading
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News
08 Apr 2025
Snowflake embraces open source with full support for Iceberg
Three years after providing limited support for open data storage, the data platform vendor is signaling its embrace of open source with full support for the open table format. Continue Reading
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News
08 Apr 2025
New AI-powered tools from Dremio target data discovery
With relevant data key to developing accurate AI and analytics applications, the data lakehouse specialist's latest features target making data faster and easier to find. Continue Reading
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News
02 Apr 2025
Informatica adds to Claire lineup of GenAI capabilities
New copilots for data integration and iPaaS highlight the vendor's Spring 2025 release, along with a tool aimed at simplifying access to unstructured data to fuel AI development. Continue Reading
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News
27 Mar 2025
AWS boosts Q in QuickSight with AI-powered scenario analysis
Driven by customer feedback, the BI platform now enables nontechnical and expert users alike to model data and perform deep analytics using generative AI-fueled natural language. Continue Reading
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News
26 Mar 2025
Databricks partners with Anthropic to aid GenAI development
With the Claude line of models natively available in the Data Intelligence Platform, developers can securely combine data and AI models to build agents and other applications. Continue Reading
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News
20 Mar 2025
Domo unveils agentic AI toolkit to simplify development
Agent Catalyst provides users with a four-step process for developing agentic applications, including selecting an LLM and connecting it to relevant proprietary data. Continue Reading
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News
20 Mar 2025
DBT Labs launches AI copilot to boost developer efficiency
The assistant includes features such as autogenerated documentation and testing to relieve developers and engineers of repetitive tasks and free them up for more innovative work. Continue Reading
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Tip
19 Mar 2025
5 top self-service analytics use cases
Discover how self-service analytics empowers businesses across industries, enabling faster insights, better decision-making and greater data-driven innovation. Continue Reading
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News
19 Mar 2025
Coalesce acquires data catalog upstart to aid transformation
After raising $50 million in venture capital funding in 2024, the startup acquired CastorDoc to add AI-powered data catalog capabilities to its data preparation platform. Continue Reading
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News
19 Mar 2025
Confluent launches Tableflow to ease use of streaming data
The vendor's new feature enables users to convert event data to tables that developers and engineers can search and discover to inform AI and BI applications. Continue Reading
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Definition
17 Mar 2025
What is data curation?
Data curation is the process of creating, organizing and maintaining data sets so people looking for information can access and use them. Continue Reading
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Feature
14 Mar 2025
Data preparation in machine learning: 4 key steps
Data preparation for ML is key to accurate model results. Clean and structure raw data to boost accuracy, improve efficiency, and reduce overfitting for more reliable predictions. Continue Reading
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Definition
14 Mar 2025
What is unstructured data?
Unstructured data is information, in many different forms, that doesn't follow conventional data models, making it difficult to store and manage in a mainstream relational database. Continue Reading
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News
14 Mar 2025
Sigma Computing launches Data Apps to boost analytics
The vendor's new application development feature enables users to create custom apps that combine data collection, insight generation and process automation to improve analysis. Continue Reading
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News
14 Mar 2025
AWS unifies analytics and AI development in SageMaker
In a move that brings previously disparate analytics and AI development tasks together in one environment with data management, Unified Studio is now generally available. Continue Reading
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Tip
12 Mar 2025
The pros and cons of self-service analytics
Self-service analytics lowers skill barriers for data use but does require training and financial investment. Evaluate the pros and cons before deciding if it's the right fit. Continue Reading
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News
12 Mar 2025
Vast Data targets secure, speedy agentic AI development
The vendor is furthering its expansion into AI development with features such as vector search and event streaming aimed at enabling users to build and maintain agents. 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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Feature
06 Mar 2025
16 top ERM software vendors to consider in 2025
Various software tools can help automate risk management and GRC processes. Here's a look at 16 enterprise risk management vendors and their products. Continue Reading
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News
05 Mar 2025
Solving specific problems driving enterprise adoption of AI
When weighing the benefits and risks of deploying AI at scale, whether the tools solve specific problems can accelerate deployment, Sisense CEO Ariel Katz says. 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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Feature
04 Mar 2025
AI engineer vs. data scientist: What's the difference?
AI engineers and data scientists both shape AI projects, but their roles aren't the same. Learn how their jobs differ and why it matters. 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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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
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
IT orgs expand business observability beyond their own walls
Business observability could soon become a part of your IT environment, even if you're not the one who originally thought of it. 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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Definition
07 Feb 2025
What is social media analytics?
Social media analytics is the process of collecting and analyzing audience data shared on social networks to improve an organization's strategic business decisions. Continue Reading
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News
06 Feb 2025
Super Bowl teams show analytics gaining ground in NFL
As data-driven decision-making gains ground in pro football, both the Eagles and Chiefs have gained advantages from using advanced statistical analysis. 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
04 Feb 2025
MicroStrategy adds personalization to GenAI-powered bot
The longtime independent analytics vendor's latest update aims to provide users with a more tailored query and response experience to reach more contextually relevant responses. Continue Reading
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Feature
31 Jan 2025
Domo platform a difference-maker for check guarantee vendor
Ingo Money succeeded with the analytics specialist's suite after years of struggling to gain insights from spreadsheets and a failed attempt to modernize with another BI vendor. Continue Reading
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Feature
30 Jan 2025
Agentic AI, data as a product among growing analytics trends
Collibra's founder and chief data citizen reveals his predictions for 2025, and underpinning all is the need for strong governance that guarantees the quality of BI and AI tools. Continue Reading
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News
27 Jan 2025
Trusted data at the core of successful GenAI adoption
A new study finds that only a third of organizations are successfully developing GenAI tools. The problem preventing success is the quality of the underlying information. Continue Reading
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Feature
27 Jan 2025
Top trends in big data for 2025 and beyond
Big data initiatives are being affected by various trends. Here are seven notable ones and what they mean for organizations aiming to take advantage of their data assets. Continue Reading
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Definition
24 Jan 2025
What is ASCII (American Standard Code for Information Interchange)?
ASCII (American Standard Code for Information Interchange) is the most common character encoding format for text data in computers and on the internet. Continue Reading