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
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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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
21 Dec 2022
Ascend.io tool offers free data ingestion for Snowflake users
Free Ingest encourages the vendor's customers to use its data import tools, rather than a third party's, to reduce the complexity and improve the security of data management. Continue Reading
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Feature
20 Dec 2022
Data forecast for 2023: Time to extract more value
Expect more organizations to optimize data usage to drive decision intelligence and operations in 2023, as the new year will be one of economic challenges for many. Continue Reading
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Feature
19 Dec 2022
Expert advice on how to start with self-service analytics
In addition to an easy-to-use BI platform, keys to developing a successful data culture driven by business analysts include a data catalog, executive support and good training. Continue Reading
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Feature
16 Dec 2022
Data governance, AI among the past year's analytics trends
Organizations recognized data governance as an enabler of self-service BI and a way to keep data safe as well as that AI is best used to augment humans rather than replace them. Continue Reading
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News
14 Dec 2022
Sigma Computing advances data collaboration with new tool
Live Edit not only enables collaboration during the decision-making process but also lets data engineers and business users work together as they develop new data products. Continue Reading
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News
14 Dec 2022
Tableau update enables direct action from analytics insights
The vendor's fourth-quarter update includes an integration with Salesforce Flow that enables users to trigger actions in business applications directly from their BI dashboards. Continue Reading
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News
09 Dec 2022
People and processes key to a successful analytics strategy
A commitment from the C-suite, including appointing data leaders, that leads to processes that enable data-driven decision-making are critical to successful BI. Continue Reading
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Feature
08 Dec 2022
Disney improves data integration efficiency with AWS Glue
During the pandemic, Disney revamped its data integration process after the media and entertainment giant's existing data integration tools proved unable to meet its new needs. Continue Reading
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Definition
07 Dec 2022
normal distribution
A normal distribution is a type of continuous probability distribution in which most data points cluster toward the middle of the range, while the rest taper off symmetrically toward either extreme. Continue Reading
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Definition
07 Dec 2022
vector
A vector is a quantity or phenomenon that has two independent properties: magnitude and direction. Continue Reading
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Feature
06 Dec 2022
AWS analytics tools help French utility go green
The cloud computing giant's suite enabled Engie SA to transition away from fossil fuels and now helps the French utility manage a network of renewable energy sources. Continue Reading
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Feature
02 Dec 2022
Mortgage data vendor uses Qlik to build analytics platform
Polygon Research used tools from the analytics vendor to develop a SaaS platform consisting of nine dashboards that mortgage specialists can use to inform decisions. Continue Reading
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News
02 Dec 2022
Tableau CEO Mark Nelson steps down, no successor to be named
Nelson ascended to the leadership role in March 2021 after the departure of Adam Selipsky. Salesforce, which acquired the analytics vendor in 2019, will now take on its leadership. Continue Reading
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Tip
30 Nov 2022
Simulation and predictive analytics boost forecast capabilities
Simulation and prediction analytics cover two different ways to forecast data. Together, they can boost capabilities, but organizations must craft them carefully to trust the results. Continue Reading
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News
29 Nov 2022
Amazon enhances QuickSight with added NLQ capabilities
The platform's latest update includes the ability to ask "why" of data and do forecasting without writing code as well as new cloud migration and paginated reporting capabilities. Continue Reading
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Definition
29 Nov 2022
operational intelligence (OI)
Operational intelligence (OI) is an approach to data analysis that enables decisions and actions in business operations to be based on real-time data as it's generated or collected by companies. Continue Reading
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News
29 Nov 2022
Starburst adds features to further data mesh approach
The data and analytics vendor advanced its SaaS platform with data discoverability and governance features and its enterprise platform with support for AWS Lake Formation. Continue Reading
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News
28 Nov 2022
Healthcare firm builds SaaS analytics tools with ThoughtSpot
The healthcare consulting firm used the analytics vendor's platform to develop tools that enable customers to reduce risk and increase efficiency related to the auditing process. Continue Reading
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News
18 Nov 2022
TigerGraph Cloud update adds ML, data visualization tools
The latest from the graph database vendor includes a feature that enables users to build visuals without writing code and another that lets data scientists use familiar tools. Continue Reading
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Tip
18 Nov 2022
Data analytics pipeline best practices: Data classification
Data analytics pipelines collect a variety of data categories requiring efficient data organization. These data classification best practices can help improve pipeline performance. Continue Reading
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Definition
17 Nov 2022
named entity
In data mining, a named entity is a phrase that clearly identifies one item from a set of other items that have similar attributes. Continue Reading
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News
16 Nov 2022
Microsoft SQL Server 2022 bridges on-premises to cloud
Enabling hybrid deployments that span the cloud and on-premises is the key goal for Microsoft's latest update of its 33-year-old relational database. Continue Reading
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News
16 Nov 2022
Alteryx launches SaaS version of Designer in Analytics Cloud
The fully cloud-native version of Designer furthers the vendor's move toward the cloud, which began in early 2022 with the launch of its first cloud-based suite of tools. Continue Reading
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News
15 Nov 2022
Tableau packages tools in Analytics Performance Bundle
The combination of four tools comes at a cost savings for customers and is designed to better enable users to derive value from data by providing all needed capabilities in one. Continue Reading
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News
15 Nov 2022
Knime unveils collaboration hub for analytics, data science
Built to complement Knime's Analytics Platform, the cloud-native hub is an environment for sharing, collaborating and launching data tools into production across organizations. Continue Reading
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News
10 Nov 2022
Logi Analytics focused, stable as part of Insightsoftware
The formerly independent embedded BI specialist is benefiting from its new parent company's aggressive acquisition strategy as well as its emphasis on product development. Continue Reading
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Definition
07 Nov 2022
falsifiability
Falsifiability is the capacity for some proposition, statement, theory or hypothesis to be proven wrong. Continue Reading
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Definition
07 Nov 2022
availability bias
In psychology, the availability bias is the human tendency to rely on information that comes readily to mind when evaluating situations or making decisions. Continue Reading
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News
07 Nov 2022
Launch of Business Analytics Enterprise unifies IBM BI tools
The tech giant joined previously disparate capabilities in a single platform and unveiled a new hub where customers can view models and dashboards from various vendors. Continue Reading
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News
03 Nov 2022
Qlik launches new cloud-based data integration platform
The new integration platform as a service joins data preparation and cataloging capabilities in one place, enabling organizations ready their data in real time for analysis. Continue Reading
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Feature
03 Nov 2022
Election campaigns recognize need for analytics in politics
Candidates are now using data to build profiles of potential voters and target their outreach in much the same way enterprises use BI tools to personalize marketing efforts. Continue Reading
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Feature
28 Oct 2022
Modernizing talent one of the keys to analytics success
Adding a chief data officer, hiring data engineers and implementing a data literacy program are crucial aspects of reaching a desired level of data maturity. Continue Reading
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Quiz
28 Oct 2022
Data science quiz: Test your knowledge
Interested in becoming a data scientist? This short quiz will test what you know about the data science process, required skills and how data scientists do their jobs. Continue Reading
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News
27 Oct 2022
ThoughtSpot launches integration with Google Sheets
The combination of the analytics vendor's NLP-based platform with the spreadsheet is designed to help joint customers derive insights from their data and take action. Continue Reading
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Definition
25 Oct 2022
citizen data scientist
A citizen data scientist is an individual who does some data science work for an organization but doesn't hold the title of data scientist or have a formal background in advanced analytics, statistics or related disciplines. Continue Reading
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News
24 Oct 2022
Startup Tellius raises $16M in new funding to fuel growth
The analytics vendor plans to use the capital to build up an ecosystem for analytics through new integrations and develop industry-specific applications to speed up time to value. Continue Reading
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News
19 Oct 2022
TigerGraph unveils support for query language openCypher
The graph database vendor moves to support openCypher to attract customers unfamiliar with its GSQL query language while the industry works to develop a standard query language. Continue Reading
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Definition
18 Oct 2022
precision agriculture
Precision agriculture (PA) is a farming management concept based on observing, measuring and responding to inter- and intra-field variability in crops. Continue Reading
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News
18 Oct 2022
Guided analytics tool highlights Tableau platform update
Data Guide features augmented intelligence capabilities designed to assist users as they surface insights from their data and reach actionable decisions. Continue Reading
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Definition
18 Oct 2022
deductive argument
A deductive argument is a logic construct with two or more premises and a conclusion where if the premises are true then the conclusion must also be true. Continue Reading
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News
18 Oct 2022
Oracle analytics update adds CX app, semantic modeling tool
The tech giant's latest platform update adds capabilities designed to improve the productivity of business users and reduce organizations' reliance on IT teams. Continue Reading
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Definition
18 Oct 2022
data scientist
A data scientist is an analytics professional who is responsible for collecting, analyzing and interpreting data to help drive decision-making in an organization. Continue Reading
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Definition
17 Oct 2022
dot product (scalar product)
The dot product, also called scalar product, is a measure of how closely two vectors align with each other, in terms of the directions they point. Continue Reading
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Feature
13 Oct 2022
Marketing agency uses Looker to build data platform, grow
When overhauling its analytics operations, a digital marketing agency turned to analytics vendor Looker's tools to build data marts and enable self-service exploration and analysis. Continue Reading
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News
12 Oct 2022
Power BI platform adds cross-tenant sharing, integrations
Power BI users can now safely share data and collaborate with partner and customer organizations, while new integrations with Microsoft 365 tools are now in preview. Continue Reading
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News
11 Oct 2022
Google Cloud consolidates analytics tools under Looker name
The tech giant renamed Data Studio, its primary BI platform before its acquisition of Looker, and unveiled a new enterprise version of the rebranded platform. Continue Reading
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News
06 Oct 2022
Yellowfin enhances NLQ tool in analytics platform update
The release is the vendor's first since being acquired by Idera in early 2022 and builds on natural language query features it first launched in late 2021. Continue Reading
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News
06 Oct 2022
SingleStore raises funding to fuel development, expansion
The database vendor plans to use the capital to fund product development, global expansion and marketing as well as keep some in reserve as a hedge against a potential recession. Continue Reading
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Definition
04 Oct 2022
empirical analysis
Empirical analysis is an evidence-based approach to the study and interpretation of information. Continue Reading
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News
28 Sep 2022
Qlik unveils pair of new integrations with Databricks
One is designed to enable joint users to easily ingest data into lakehouses, while the other aims to enable potential users to experiment with the platforms on a trial basis. Continue Reading
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News
27 Sep 2022
SAS, Microsoft make Viya available on Azure Marketplace
The vendors aim to market the analytics platform to a new audience of self-service customers that will be able to quickly deploy Viya and pay only for the compute power they use. Continue Reading
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News
26 Sep 2022
Starburst adds tools to enhance its data mesh capabilities
The vendor added data product and data set sharing features along with enhanced governance capabilities aimed at enabling organizations to decentralize their analytics operations. Continue Reading
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News
22 Sep 2022
Google launches trio of new tools for its data cloud
The data management and analytics tools, including new data sharing and data lake platforms, are designed to let users access more data at lower expense. Continue Reading
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News
22 Sep 2022
Sisense adds trio of new embedded analytics capabilities
A new integration with Git, a multi-tenant environment and enhancements to the Extense Framework are designed to further the embedded BI capabilities of the vendor's platform. Continue Reading
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News
20 Sep 2022
Tableau unveils integration with Salesforce Genie
The combination is designed to enable joint customers of the analytics vendor and CRM giant to more easily connect to their customer data and surface insights. Continue Reading
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News
20 Sep 2022
More automation, embedded analytics part of Tableau plans
New capabilities scheduled for release as part of the vendor's final two platform updates in 2022 are designed to speed the ability to reach insights and take actions. Continue Reading
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Definition
19 Sep 2022
macrotrend
A macrotrend is a pervasive and persistent shift in the direction of some phenomenon on a global level. Continue Reading
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Feature
15 Sep 2022
Ricoh modernizes its analytics with Qlik
The information management and digital services company is beginning to develop a data culture, and the BI vendor's platform has enabled new efficiencies. Continue Reading
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News
14 Sep 2022
Consumer data needs better protection by government
Though legislation is before Congress that would address data privacy, it may not set clear enough guidelines or give individuals enough control. Continue Reading
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News
14 Sep 2022
Data privacy concerns grow as legislation lags
While healthcare and financial data are protected by federal legislation, individuals have little control over how consumer data is collected and used. Continue Reading
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Opinion
12 Sep 2022
Augmented analytics, decision intelligence power modern BI
Business intelligence is rapidly evolving, and businesses would be best equipped to handle today's data analytics challenges with both augmented analytics and decision intelligence. Continue Reading
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News
08 Sep 2022
Snowflake, UiPath launch integration to automate data prep
The collaboration between the data cloud vendor and robotic process automation vendor will enable joint customers to automate data pipelines used to fuel business applications. Continue Reading
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News
07 Sep 2022
Business intelligence needs boost from decision intelligence
As the volume and complexity of data grows, organizations need AI and ML capabilities to surface insights and augment the capabilities of overmatched BI tools. Continue Reading
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News
31 Aug 2022
Amazon advances QuickSight with new embedded analytics tool
Coming after the addition of natural language processing capabilities, the new embedded analytics tool strengthens the BI platform to make it more feature rich. Continue Reading
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News
30 Aug 2022
Sisu adds new decision intelligence capabilities
The startup aims to augment human decision-making with automation, and its new tools find and explain changes in data, analyze their effect and prescribe what to do next. Continue Reading
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News
29 Aug 2022
Teradata launches cloud-native platform, enhances BI suite
VantageCloud Lake is designed to enable wider use across organizations along with better cost control, while ClearScape Analytics adds more than 50 new capabilities. Continue Reading
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News
24 Aug 2022
New SAS, SingleStore integration boosts speed, efficiency
The integration between the longtime data and analytics vendor and the upstart database vendor enables users to work with data in-database, which increases speed-to-insight. Continue Reading
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News
18 Aug 2022
Geospatial data a key means of combating climate change
By pinpointing when and where fires, floods and other natural disasters caused by climate change might occur, the damage from such events can be drastically reduced. Continue Reading
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News
17 Aug 2022
Scenario planning fertile ground for analytics vendors
Despite enabling organizations to explore what might happen based on different decisions and to prepare for potential problems, many BI vendors don't offer such tools. Continue Reading
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News
12 Aug 2022
Free tool from Collibra tests data maturity against peers
The assessment tool is free to anyone and is designed to help organizations better understand the evolution of their data and analytics systems relative to others. Continue Reading
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News
11 Aug 2022
Cloud-agnostic ethos key for Qlik as an independent vendor
The vendor has developed relationships with many of the key cloud providers and is intent on enabling its users to house their data on the cloud of their choice. Continue Reading
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Definition
09 Aug 2022
Markov model
A Markov model is a stochastic method for randomly changing systems that possess the Markov property. Continue Reading
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Feature
05 Aug 2022
Intersport boosts analytics, marketing efficiency with Knime
Using the BI vendor's platform, the sporting goods retailer has reduced staff needed to attend to data, decreased time to build data workflows and improved marketing campaigns. Continue Reading
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News
04 Aug 2022
MicroStrategy adds more governance to analytics platform
The longtime independent vendor's latest platform update features tools to help system administrators and application developers easily add data governance and security guardrails. Continue Reading
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News
03 Aug 2022
Saylor to step down as MicroStrategy CEO after 33 years
The vendor's co-founder will leave the role he's held since the company was founded to become executive chairman, with President Phong Le to take over as CEO. Continue Reading
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News
03 Aug 2022
Metrics upgrades, AR tool highlight Power BI platform update
The July update includes over 20 features, with highlights including new capabilities for Metrics, a tool that uses AR to add context to data and new embedded BI capabilities. Continue Reading
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Feature
21 Jul 2022
Automation, more security and governance next big BI trends
As many data preparation and management tasks get automated, insight generation and action are the next likely targets for automation. Another key trend is more data governance. Continue Reading
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Definition
21 Jul 2022
data point
A data point is a discrete unit of information. In a general sense, any single fact is a data point. The term data point is roughly equivalent to datum, the singular form of data. Continue Reading
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Feature
19 Jul 2022
5 business analytics trends that shaped the start of 2022
While AI and machine learning capabilities continue to evolve, another major movement in BI so far in 2022 has been to enable users to take action directly from insights. Continue Reading
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News
18 Jul 2022
Tibco adds SaaS version of MDM platform, updates TCI
The analytics vendor unveiled Cloud EBX as it continues to add cloud-native versions of its tools. In addition, it launched an updated version of its cloud integration suite. Continue Reading
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News
13 Jul 2022
New CEO not likely to change Tibco once merged with Citrix
The analytics vendor's product leaders all remain in place, so while it will have a new company leader, its product development capabilities are expected to remain unchanged. Continue Reading
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News
12 Jul 2022
SingleStore secures $116M in funding to fuel growth
The data management vendor has secured $278 million in financing since December 2020 and plans to use the new funds to fuel product development and expand marketing efforts. Continue Reading
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News
12 Jul 2022
Tibco targets data model deployment with ModelOps launch
The analytics vendor designed the no-code platform, a sort of operating system for AI, to simplify the deployment of AI and machine learning models by users across organizations. Continue Reading
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Feature
08 Jul 2022
Databricks platform fuels analytics at State Department
The vendor's AI and machine learning capabilities have enabled the government agency to improve the effectiveness of its data analysis technology and its overall efficiency. Continue Reading
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Feature
06 Jul 2022
LA County modernizes hiring with Azure and Databricks
The HR department of the largest U.S. county revamped its analytics stack in order to help reduce hiring times that often took more than a year. Continue Reading
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News
06 Jul 2022
TigerGraph Cloud update enables easier adoption, deployment
With enterprise customers adding more users as graph technology gains popularity, the vendor added features to make wide use of its SaaS platform easier and more secure. Continue Reading
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News
29 Jun 2022
Tableau adds data storytelling tool in latest update
Six months after the analytics vendor's acquisition of Narrative Science comes Data Stories, a new tool aimed at enabling more employees within organizations to work with data. Continue Reading
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News
29 Jun 2022
New Collibra, Snowflake integration enhances data governance
The new tool aims to enable customers to quickly put protections on sensitive data without requiring them to write code so that business users can securely work with data. Continue Reading
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Feature
22 Jun 2022
Scottish EPA rebuilds with Tibco Spotfire after cyber attack
After almost all of the agency's data and analytics tools were wiped out, it survived and then thrived using the analytics platform to fuel data-driven decision-making. Continue Reading
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News
20 Jun 2022
Knime adds new UI, tighter Snowflake bond to analytics suite
The vendor's new platform update is aimed at end users and features a revamped user interface, more Snowflake integration and a dedicated Python environment for writing scripts. Continue Reading
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News
16 Jun 2022
Tibco Spotfire 12 to enable direct actions from dashboards
The platform's next update, which the vendor previewed during a recent virtual user conference, will enable customers to trigger data-driven actions directly from their dashboards. Continue Reading
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News
15 Jun 2022
SAS analytics and BI platform evolves toward cloud
Though the analytics vendor has invested heavily in AI over the past few years, the most significant change to its platform has been its embrace of the cloud. Continue Reading
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News
14 Jun 2022
ThoughtSpot, Matillion partner to accelerate analytics
The analytics vendor and data integration vendor both offer cloud-native tools and have joined forces to reduce the time it takes go from data ingestion to insight and action. Continue Reading
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News
09 Jun 2022
Increasing importance of analytics an opportunity for ISVs
With more organizations looking to data to inform decision-making, there's a growing need for the services of independent software vendors and data providers. Continue Reading
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News
09 Jun 2022
Datamart a new self-service developer tool in Power BI
The capability, now in in preview, will enable Premium customers to build small to midsize relational databases dedicated to a single subject, without requiring code. Continue Reading
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News
09 Jun 2022
Meltano 2.0 provides a superset of open source DataOps tools
The startup and GitHub spinoff added the Apache Superset business intelligence technology to enable organizations to more easily build full data operations pipelines. Continue Reading
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Feature
07 Jun 2022
Qlik fuels solar equipment maker IronRidge's insights
The manufacturer is using the analytics vendor's platform to harness both internal and external data and inform decision-making throughout the solar firm's partner network. Continue Reading
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News
07 Jun 2022
DataRobot AI hits Google Cloud Marketplace, adds GitHub
The AI vendor puts its products on Google Cloud Marketplace and integrates with GitHub and other major online platforms including Sumo Logic, Splunk, Datadog and Zendesk. Continue Reading
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News
03 Jun 2022
Data connectivity key to insight discovery
With the economy in near constant flux over the past two years, connecting data points to fuel analytics has enabled many organizations to act and react as they need to. Continue Reading
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News
01 Jun 2022
Analytics, automation and AI will fuel future of business
Organizations that speed their decision intelligence abilities will be those that survive and thrive, while those that don't digitally transform will fail. Continue Reading