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
26 May 2022
Tech stock sell-off signals tough times for data vendors
In addition to lowering the values of publicly traded data, analytics and AI vendors, the stock market's decline is making it difficult for companies still in their funding phase. Continue Reading
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Definition
25 May 2022
extrapolation and interpolation
Extrapolation refers to estimating an unknown value based on extending a known sequence of values or facts. Interpolation is the act of estimating a value within two known values that exist within a sequence of values. Continue Reading
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News
25 May 2022
TigerGraph unveils new tool for machine learning modeling
The vendor's new capability is a pipeline for developing and deploying machine learning models with graph technology and works with popular third-party machine learning platforms. Continue Reading
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News
20 May 2022
Alteryx adds augmented analytics, more cloud capabilities
The vendor's latest update includes increased connectivity to cloud data storage repositories and enhanced augmented intelligence features designed to increase speed-to-insight. Continue Reading
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Feature
19 May 2022
Baseball's Rangers seek analytics edge with Tableau
Although the game's governing body provides comprehensive stats, the franchise is using the analytics vendor's tools to deliver digestible daily reports to gain a competitive edge. Continue Reading
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News
18 May 2022
Qlik unveils 2022 roadmap for its analytics platform
Included in the vendor's product development plans are a new in-database query tool, stronger machine learning capabilities and enriched security and compliance features. Continue Reading
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Feature
17 May 2022
HP deriving value from data with ThoughtSpot
After experimenting with a variety of BI platforms, the computer giant found success with the analytics vendor's platform given its ability to handle scale. Continue Reading
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News
17 May 2022
Tableau adding new storytelling tool to analytics platform
During its user conference, the vendor unveiled automated data storytelling capabilities, a new cloud version of its platform and more self-service data science tools. Continue Reading
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News
13 May 2022
Data storytelling, cloud in focus at Tableau Conference '22
Following its 2021 acquisition of Narrative Science, data storytelling -- along with cloud capabilities -- will be prominent when the vendor hosts its upcoming user conference. Continue Reading
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News
12 May 2022
ThoughtSpot roadmap aims to make analytics simple, efficient
The vendor's product development philosophy is designed to give users more output from the platform while requiring less effort from the users themselves. Continue Reading
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News
11 May 2022
ThoughtSpot demonstrates its evolution at Beyond 2022
The vendor's first in-person user conference since 2019 has showcased its transformation. In an interview, ThoughtSpot CEO Sudheesh Nair discusses the company's modernization. Continue Reading
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News
10 May 2022
ThoughtSpot broadens analytics customer base, targets SMBs
The analytics and BI vendor has added plug-in API apps to its natural language processing and embedded BI-friendly platform aimed at larger cloud-based enterprises and SMBs. Continue Reading
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News
10 May 2022
ThoughtSpot adds analytics app templates, more automation
New capabilities included in the vendor's latest platform update include prebuilt applications, tools that automate insight delivery and a series of integrations with partners. Continue Reading
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News
09 May 2022
Pyramid Analytics raises $120M, IPO could be next
The vendor plans to use the influx of capital to fund product development, geographic expansion and add staff with an eye toward going public within three years. Continue Reading
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Definition
06 May 2022
Fibonacci sequence
The Fibonacci sequence is a set of integers (the Fibonacci numbers) that starts with a zero, followed by a one, then by another one, and then by a series of steadily increasing numbers. Continue Reading
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News
02 May 2022
Snowflake analytics tools coming to Dell on-premises storage
A new partnership between Snowflake Inc. and Dell Technologies brings Snowflake Data Cloud's tools to on-premises object storage for the first time. Continue Reading
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News
29 Apr 2022
Qlik wants analytics platform to lead to certainty, swagger
The vendor has added capabilities through acquisitions in recent years, and at its user conference plans to demonstrate the full scope of its integrated, end-to-end platform. Continue Reading
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Feature
28 Apr 2022
5 best practices for creating a data-driven supply chain
Turning to data and analytics to manage supply chain disruption only helps if leaders use good practices for extracting insights. Here are five that can help. Continue Reading
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News
27 Apr 2022
Experts outline keys for strong data governance framework
Developing guidelines that simultaneously protect organizations from risk while enabling and encouraging employees to work with data can be difficult, but not impossible. Continue Reading
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News
27 Apr 2022
Tableau targets embedded analytics with new developer tools
Unveiled during Salesforce's TrailblazerDX '22 developer conference, the new capabilities are aimed at enabling more business users to work with data in their everyday workflows. Continue Reading
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News
20 Apr 2022
Self-service analytics key to agile decision-making
With worldwide events such as the COVID-19 pandemic and war in Ukraine causing economic uncertainty, organizations need to be able to make informed decisions in near real time. Continue Reading
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News
19 Apr 2022
Tibco WebFocus update aims to make analytics accessible
The platform update adds capabilities including a hub for analytics assets and natural language query designed to increase the number of potential users within organizations. Continue Reading
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Feature
18 Apr 2022
How IT departments enable analytics operations
IT departments enable analytics in organizations by ensuring that the data architecture is in place, including tools, processes and procedures. Continue Reading
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News
18 Apr 2022
GoodData to launch fully managed analytics platform on AWS
The vendor unveiled its overhauled suite in June 2021, and in July 2022 expects to make GoodData Cloud generally available to users who prefer not to manage their own deployments. Continue Reading
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Feature
15 Apr 2022
Sound business process architecture requires key traits
Business processes require a coherent enterprise-level architecture. In this excerpt from his new book, Roger Burlton identifies key traits business processes should share. Continue Reading
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Feature
13 Apr 2022
Databricks fuels analytics for Spain's top soccer league
After prioritizing data-driven decision-making over the last decade, LaLiga is now using Databricks to inform its clubs and fans about play on the field. Continue Reading
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News
12 Apr 2022
Infragistics targets better data-driven decision-making
The vendor released Slingshot, a new platform that brings analytics, collaboration, a data catalog and project management capabilities into one environment. Continue Reading
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News
07 Apr 2022
Gartner: Augmented analytics, ecosystem for BI now key
While AI capabilities are now a must for BI vendors, it is becoming increasingly important that their capabilities fit into a larger ecosystem for users, according to Gartner. Continue Reading
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News
07 Apr 2022
Domo unveils integrations with Microsoft 365, Teams
The new integrations will allow joint customers of the analytics vendor and the tech giant to access data assets while remaining in their everyday workflows. Continue Reading
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News
06 Apr 2022
New integrations unite Looker with other Google BI tools
As part of a project the tech giant is calling Big BI, Google is unifying the analytics vendor's capabilities with those of Data Studio and Connected Sheets. Continue Reading
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Feature
01 Apr 2022
ESPN improves app performance with Domo analytics tools
The sports broadcasting giant is using a customer care application developed with the analytics vendor's tools to improve its app performance and streaming capabilities. Continue Reading
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News
31 Mar 2022
Tableau analytics platform update targets efficiency
The vendor's first 2022 release includes capabilities that make natural language query easier and aid dashboard developers as they build new assets. Continue Reading
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News
28 Mar 2022
Snowflake launches industry-specific data cloud for retail
Retail Data Cloud is the vendor's fourth industry-specific data cloud, and comes prepackaged with data sets and capabilities to enable efficient data management and analytics. Continue Reading
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News
25 Mar 2022
Data, analytics remain key tools as pandemic abates
The past two years have shown the vital role of analytics, and even as some COVID-19 restrictions ease, many organizations now understand BI is a permanent part of decision-making. Continue Reading
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Tip
24 Mar 2022
Collaborative analytics model boosts decision-making
Organizations are adopting a collaborative analytics model to tap the full potential of their workforces and increase data sharing and decision-making through collaboration. Continue Reading
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News
23 Mar 2022
Domo BI update includes app development, multi-cloud tools
The vendor's platform update highlights its focus on applications as a way to extend analytics to more business users and expands the platform's multi-cloud capabilities. Continue Reading
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News
22 Mar 2022
StarTree brings Apache Pinot real-time database to the cloud
The open source Apache Pinot OLAP data store is set to become easier to deploy, manage and operate in the cloud with improved data ingestion and data observability capabilities. Continue Reading
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News
22 Mar 2022
Domo making app development a focus of analytics platform
With a new CEO in place, one of the cloud-based vendor's main goals is to get data into the hands of more business users within the flow of their everyday work. Continue Reading
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Feature
18 Mar 2022
Seeking truth in crisis times shows importance of metadata
Metadata gives context to data, and during crises like the war in Ukraine when it's difficult to know what news to trust, context can help distinguish truth from fiction. Continue Reading
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News
17 Mar 2022
Snowflake brings data cloud to healthcare and life sciences
Snowflake is continuing to build out its industry vertical platform offerings, helping users in different market segments collect, share and analyze data. Continue Reading
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News
16 Mar 2022
Pyramid Analytics helps LionShare increase speed, efficiency
Using the BI vendor's platform, the healthcare marketing and CRM firm has improved speed to insight and increased customer engagement with data for its clients. Continue Reading
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Definition
15 Mar 2022
demand signal repository (DSR)
A demand signal repository (DSR) is a database that aggregates sales and demand data at the merchant's point of sale (POS). Continue Reading
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News
10 Mar 2022
Collibra Data Intelligence Cloud update targets productivity
The vendor's new and enhanced features are aimed at improving user efficiency and include a new browser extension along with added data governance capabilities. Continue Reading
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News
09 Mar 2022
An analyst's blueprint for choosing a cloud data platform
Though choosing the tools that best fit the needs of an organization is difficult, analyst Doug Henschen has come up with a series of steps that can serve as a guide. Continue Reading
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News
08 Mar 2022
Use of data, analytics a growing part of battle for equality
As technology plays a larger role in working toward a more equitable world, the practice of using analytics to further social causes is becoming more widespread. Continue Reading
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News
04 Mar 2022
Differentiation key for independent Pyramid Analytics
A strong set of augmented intelligence capabilities and an end-to-end platform are enabling the vendor to grow despite not having the backing of a large parent company. Continue Reading
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News
02 Mar 2022
Domo CEO Josh James steps down, John Mellor promoted
The analytics vendor's leadership change comes as it continues to add functionality to its platform and after it reported strong fourth-quarter and full-year revenue growth. Continue Reading
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News
02 Mar 2022
Alteryx unifies cloud capabilities in a single platform
The longtime data and analytics vendor launched Analytics Cloud, bringing together its first four cloud-native capabilities in one environment for a more seamless user experience. Continue Reading
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Feature
28 Feb 2022
Sisense analytics tools spur growth at Hastings Mutual
The insurance company is using the BI vendor's tools to improve data-driven decision-making efficiency and identify sales opportunities leading to revenue growth. Continue Reading
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Feature
24 Feb 2022
What a big data strategy includes and how to build one
Companies analyze stores of big data to improve how they operate. But those efforts will bring diminishing returns without a big data strategy. Here's how to build one. Continue Reading
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News
23 Feb 2022
Power BI platform adds new data prep, mobile capabilities
Microsoft added more than 40 features to its main analytics tool this month, including enhancements to data preparation capabilities and upgraded mobile formatting options. Continue Reading
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News
23 Feb 2022
Alteryx makes personnel changes to navigate cloud journey
The longtime data management vendor has remade its C-suite over the past few years, including adding a new CEO and president, as it modernizes its technology. Continue Reading
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News
16 Feb 2022
Salesforce, Tableau unveil trio of new integrations
As part of its Spring '22 Release, the CRM giant added three new tools powered by the analytics vendor's augmented intelligence capabilities. Continue Reading
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Feature
11 Feb 2022
Good data-driven decision-making avoids common pitfalls
Avoiding cognitive biases that can lead to the use of incomplete or inaccurate data is crucial to the successful use of analytics. Continue Reading
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Tip
03 Feb 2022
Develop a data literacy program to fit your company needs
Organizations can cultivate a data-literate and data-driven culture by designing a data literacy program around its employees, so they engage with data to meet business objectives. Continue Reading
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News
03 Feb 2022
Use of AI and automation together an analytics trend in '22
Analysts at BI vendor MicroStrategy's virtual user conference said the combination of the two technologies could deliver insights that lead to action in real time. Continue Reading
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Definition
31 Jan 2022
data curation
Data curation is the process of creating, organizing and maintaining data sets so they can be accessed and used by people looking for information. Continue Reading
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Feature
27 Jan 2022
Data preparation in machine learning: 6 key steps
Trustworthy analytics outcomes depend on the right data, requiring data scientists to focus on these steps when they prepare data for use in machine learning applications. Continue Reading
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News
24 Jan 2022
IBM offloads Watson Health business data, analytics
IBM Watson Health assets acquired by Francisco Partners include extensive data sets and software, marking an end to IBM's efforts in the healthcare tech industry. Continue Reading
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Tip
18 Jan 2022
How to identify and implement embedded analytics opportunities
Business users need to consider data science workflows and software development to identify opportunities for implementing embedded analytics for business value. Continue Reading
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News
18 Jan 2022
Databricks unveils first industry-specific lakehouse
The cloud data vendor launched a new lakehouse designed for retail and consumer goods customers that includes blueprints and best practices. Continue Reading
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News
12 Jan 2022
IBM unveils acquisition of Envizi to add ESG analytics tools
With Envizi in the fold, the tech giant will be able to expand the environmental analytics capabilities of its platform and better enable customers who undertake ESG initiatives. Continue Reading
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News
12 Jan 2022
Self-service capabilities crucial to analytics success
According to a new report from the Harvard Business Review and ThoughtSpot, empowering employees with self-service capabilities is fuel for a strong business intelligence program. Continue Reading
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Definition
23 Dec 2021
What is predictive analytics? An enterprise guide
Predictive analytics is a form of advanced analytics that uses current and historical data to forecast activity, behavior and trends. Continue Reading
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News
22 Dec 2021
5 business intelligence trends to watch in 2022
Predicted trends for 2022 include rising adoption of automated insight delivery and augmented analytics capabilities, including natural language processing and AutoML. Continue Reading
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Tip
21 Dec 2021
The benefits of embedded analytics
The top business benefits of embedded analytics and BI include improving sales, gaining competitive advantages and getting maximum value from data to improve performance. Continue Reading
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Tip
17 Dec 2021
Benefits of predictive analytics for businesses
Predictive analytics' ability to forecast the future based on patterns in past data can give businesses a huge edge. Read about how to use this advanced form of business analytics. Continue Reading
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News
17 Dec 2021
Cloud maturation, data mesh among 2021 top analytics trends
After years of slow growth, this was the year analytics in the cloud became the norm and on-premises BI receded to the background. It was also the year data mesh emerged. Continue Reading
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Tip
17 Dec 2021
Predictive analytics in marketing: Achieving success
The use of predictive analytics in marketing is transforming how companies sell to customers, but the learning curve can be steep. Here's what you need to know to be successful. Continue Reading
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Tip
15 Dec 2021
5-step predictive analytics process cycle
A viable predictive model that yields valuable outcomes requires a methodical team approach to goal-setting, data integrity and model development, deployment and validation. Continue Reading
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Tip
15 Dec 2021
Descriptive vs. prescriptive vs. predictive analytics explained
Analytics provides insight into the data today's businesses run on. Learn about the three main modes -- descriptive, prescriptive and predictive analytics -- and two variants. Continue Reading
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Tip
13 Dec 2021
Predictive analytics in healthcare: 12 valuable use cases
Predictive analytics' increasingly invasive presence in a host of healthcare applications yields more personalized patient care, earlier interventions and reduced hospital costs. Continue Reading
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News
10 Dec 2021
Data catalogs fuel increased efficiency, speed-to-insight
By collecting and arranging data assets in a single environment, organizations are able to reduce the time to reach the insights that lead to data-driven decisions. Continue Reading
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News
08 Dec 2021
NFL's Raiders use analytics to engage new customer base
The franchise's move to Las Vegas forced it to modernize its analytics stack as it engaged a new fan base and cultivated the unique opportunities present in Sin City. Continue Reading
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Tip
07 Dec 2021
6 challenges of building predictive analytics models
The use of predictive analytics in marketing can bring benefits companywide. But building a good predictive analytics model is not trivial. Here are six challenges. Continue Reading
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News
07 Dec 2021
Yellowfin analytics platform update adds NLQ capabilities
Yellowfin 9.7, the vendor's latest platform update, includes Guided Natural Language Query, a tool that enables users to explore and analyze data without writing code. Continue Reading
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News
01 Dec 2021
Cloud, self-service BI capabilities fuel agile analytics
The COVID-19 pandemic has demonstrated the importance of agile data-driven decision-making, and key to that agility are a deployment in the cloud and self-service BI capabilities. Continue Reading
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Feature
29 Nov 2021
7 top predictive analytics use cases: Enterprise examples
Across industries, companies are using predictive analytics to forecast future trends and actions. Learn about the most popular use cases for predictive analytics in 2022. Continue Reading
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Feature
12 Nov 2021
Data the difference at Olympics for Allyson Felix
Frustrated after winning silver in the 200 meters at the 2004 and 2008 Olympics, the sprinter used analytics to identify weaknesses and alter her training before winning gold in 2012. Continue Reading
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Feature
12 Nov 2021
Feeding America, Tableau use data to fight hunger together
The nonprofit has partnered with the Tableau Foundation since 2015, and it is enabling its network of food banks to make data-driven decisions with the analytics vendor's tools. Continue Reading
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News
09 Nov 2021
Tableau makes data literacy a priority with new pledge
As organizations increasingly turn to data to inform decisions, more data workers are needed. To address demand, Tableau pledged to help train 10 million data learners worldwide. Continue Reading
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Feature
08 Nov 2021
Knowing the right data enrichment techniques is crucial
In 'The Enrichment Game,' the latest book by 'Data Guy' Doug Needham, you'll learn why and how to cull data to gain valuable insights and a business advantage. Continue Reading
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Feature
27 Oct 2021
Alation: How to develop a data governance framework
Data governance should keep organizations from violating regulations while fostering data exploration and decision-making, but developing a strong set of guidelines is nuanced. Continue Reading
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News
12 Oct 2021
Google Cloud unveils integration between Looker and Tableau
Two analytics vendors unveiled an integration Tuesday that enables users to benefit from the semantic modeling strength of one and the data visualization capabilities of the other. Continue Reading
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Definition
12 Oct 2021
What is SAS Institute Inc.?
SAS Institute Inc. is a software vendor that specializes in advanced and predictive analytics software applications, as well as business intelligence and data visualization offerings. Continue Reading
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Definition
05 Oct 2021
What is data science as a service (DSaaS)?
Data science as a service (DSaaS) is a form of outsourcing that involves the delivery of information gleaned from advanced analytics applications run by data scientists at an outside company to corporate clients for their business use. Continue Reading
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News
29 Sep 2021
ThoughtSpot reports cloud growth, but IPO still not imminent
ThoughtSpot, which made a strategic shift to prioritize the cloud in 2020 in anticipation of eventually going public, reported substantial year-over-year SaaS revenue growth. Continue Reading
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News
22 Sep 2021
Modern data strategy includes cloud, domain federation
Analytics strategies should include overarching organizational best practices blended with teams empowered to build interoperable data assets, according to one industry expert. Continue Reading
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News
21 Sep 2021
Pandemic continues to highlight importance of analytics
Organizations with successful analytics programs have weathered the economic crisis caused by the pandemic far better than those who have not prioritized BI, according to research. Continue Reading
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News
10 Sep 2021
Time is now for enterprises to deploy analytics in the cloud
Speed and security now make cloud analytics preferable to on-premises deployments, along with advantages such as collaboration for a distributed workforce and agility to scale. Continue Reading
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Feature
02 Sep 2021
Dresner: Top analytics trend remains rate of adoption
Increased investment in analytics and proliferation of data science capabilities are among the most significant ongoing trends in BI as the pandemic stretches into late 2021. Continue Reading
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Feature
29 Aug 2021
Data science vs. machine learning vs. AI: How they work together
Data science, machine learning and AI are central to analytics and other enterprise uses. Here's what each involves and how combining them benefits organizations. Continue Reading
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Feature
29 Aug 2021
8 top data science applications and use cases for businesses
Data scientists engage in various applications to analyze data and create technologies. These are eight common ones, with examples from different organizations and industries. Continue Reading
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Feature
20 Aug 2021
14 most in-demand data science skills you need to succeed
The demand for data scientists continues to grow, but the job requires a combination of technical and soft skills. Here are 14 key skills for effective data scientists. Continue Reading
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Feature
18 Aug 2021
How to increase the success rate of data science projects
Most data science initiatives don't produce value due to obstacles like poor data quality, but CNN senior lead of product analytics Bryce Macher has a plan for success. Continue Reading
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News
13 Aug 2021
Augmented analytics capabilities mark the new era of BI
Augmented intelligence capabilities like automated data prep and natural language processing are now common, showing that BI has advanced to a new era of technological innovation. Continue Reading
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Quiz
09 Aug 2021
Quiz: Big data analytics technologies and techniques
Big data analytics technologies and techniques can help you gain valuable business insights. Take this quiz to test your knowledge of big data analytics tools and best practices. Continue Reading
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Feature
04 Aug 2021
Embedded analytics leads to improved productivity
With many enterprises still in the early stages of using AI technologies, embedded BI remains a key means of making data accessible to a broad array of potential users. Continue Reading
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News
02 Aug 2021
SAS planning an IPO after rumored acquisition talks end
The longtime independent analytics vendor, which just two weeks ago was in negotiations to get acquired, revealed plans to, instead, prepare for an initial public stock offering. Continue Reading
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Opinion
30 Jul 2021
Successful digital transformation strategies start with data
Data has become a natural resource essential to business ops. Companies need to consider four digital transformation elements when developing strategies to harness data. Continue Reading