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Quantzig Demystifies the 4 Vs of Big Data: Volume, Velocity, Variety, and Veracity

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NEW YORK, May 23, 2024 /PRNewswire/ — As the digital universe expands exponentially, Quantzig, a leading analytics advisory firm, sheds light on the fundamental principles that are shaping the future of big data through its recent analysis of the ‘4 Vs’ – Volume, Velocity, Variety, and Veracity. This comprehensive exploration not only educates businesses about the core characteristics of big data but also emphasizes the transformative impact these factors have on decision-making processes.

In today’s data-driven world, understanding the intricate dynamics of big data is crucial for any organization aiming to leverage this powerful resource to its full potential. Quantzig’s latest blog offers a deep dive into the 4 Vs of big data, providing businesses with the knowledge needed to harness complex data sets effectively.

Request a free demo to learn more about big data management.

Breaking Down the 4 Vs of Big Data

Volume: The vast amount of data generated every second from mobile devices, online transactions, and IoT devices. Quantzig illustrates how businesses can manage and analyze these large volumes of data to extract meaningful insights for strategic decision-making.Velocity: The incredible speed at which data flows into businesses from various sources including social media, machine logs, and sensors. The blog discusses state-of-the-art tools and technologies that allow for real-time data processing and analysis.Variety: The diverse types of data, structured and unstructured, such as text, video, images, and voice. Quantzig’s analysis highlights the importance of advanced data management strategies that accommodate and interpret this variety efficiently.Veracity: The reliability and accuracy of data. Quantzig stresses the critical need for businesses to ensure data quality and accuracy to make sound business decisions.

Empowering Businesses through Big Data Insights

Quantzig’s exploration into the 4 Vs of big data provides a roadmap for organizations to understand and implement effective data strategies that align with their business objectives. By recognizing the intrinsic properties of big data, companies can enhance their operational efficiencies, drive innovation, and gain a competitive edge in their respective industries.

“The ability to understand and effectively manage the 4 Vs of big data is becoming a crucial competency for businesses worldwide,” says Quantzig. “Our comprehensive analysis not only explains these concepts but also provides actionable insights and solutions, enabling businesses to transform their data into a valuable asset.”

A Call to Action for Modern Businesses

With its expert analysis of big data’s fundamental aspects, Quantzig invites businesses to rethink their data handling strategies and embrace the technological advancements available today. This insight is particularly valuable for companies at the forefront of data-intensive sectors such as finance, healthcare, retail, and telecommunications.

Quantzig’s detailed examination of the 4 Vs empowers businesses to:

Improve operational efficiencies through automated and real-time data processing.Enhance customer experiences by leveraging varied data types for deeper insights.Foster innovation by understanding data trends and patterns.Mitigate risks by ensuring data veracity and implementing robust data governance.

Companies looking to deepen their understanding of big data and explore how Quantzig’s analytics solutions can be tailored to their needs are encouraged to read the full blog on Quantzig’s website.

About Quantzig

Quantzig is a global analytics and advisory firm that excels in leveraging big data to drive business excellence. With a strong portfolio of successful analytics engagements, Quantzig is committed to helping businesses utilize data in innovative ways to simplify decision-making and enhance business performance.

For media inquiries or to schedule an interview, please contact:

Quantzig

US: +1 630 538 7144

Canada: +1 647 800 8550

UK: +44 208 629 1455

India: +91 806 191 4606

Website: www.quantzig.com

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SOURCE Quantzig

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HKAGE Showcases Gifted Students’ Learning Journeys at InnoCarnival 2026

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Promoting “Technology for Good” Through Innovation and Creativity 

HONG KONG, Oct. 24, 2026 /PRNewswire/ — The Hong Kong Academy for Gifted Education (HKAGE) has been invited to participate in InnoCarnival 2026, organised by the Innovation and Technology Commission. Under the theme “Technology for Good, Innovation for All”, HKAGE will showcase the learning journeys of gifted students who have completed programmes on AI robotic arms, underwater archaeology, etc., demonstrating how technology can be harnessed to address societal needs.

Having proactively aligned its work with the education development strategies of the Education Bureau (EDB), HKAGE fully supports the EDB’s Blueprint for Digital Education in Primary and Secondary Schools, which seeks to advance the digital transformation of school education in Hong Kong. Building on its Talent Development Model, HKAGE systematically develops programmes, provides diversified learning experiences and engages in cross-sector collaborations to nurture gifted talents equipped with innovative capabilities, technological literacy, and a strong sense of social responsibility. At the exhibition this year, HKAGE will present how students applied knowledge gained through gifted education programmes and learning experiences in areas such as artificial intelligence, quantum computing, environmental science, underwater archaeology and sustainable development to design socially conscious solutions. These experiences reflect the students’ ability to serve society with knowledge and respond creatively to diverse challenges.

Among the highlights is the learning journey of students in the “Artificial Intelligence Course: Creative AI Robotic Arm for Inclusion”. After acquiring foundational knowledge in artificial intelligence, robotics and sensor applications, students designed, tested and refined intelligent robotic arm prototypes through real-time data analysis and algorithms. With the aim of improving the quality of life for the elderly and caregivers, students explored various application scenarios for intelligent robotic arms. Another showcase features the “Environmental Science Course: Bat Echoes – Voices of the Night”. Through acoustic monitoring, the exhibition demonstrates how students recorded bat voices and analysed related activity data and characteristics. The programme enabled students to gain a deeper understanding of local biodiversity and explore practical approaches to ecological conservation.

The HKAGE exhibition booth also features an interactive photo-taking device, allowing visitors to take photos with different gifted programme themes and share the joy of learning.

On the first day of the exhibition, a “Build Your Own Glider Parent-Child Workshop” is specially organised by HKAGE for the visitors. Under the guidance of instructors and assisted by HKAGE students, participants will learn the basic principles of aerodynamics, including lift, gravity, thrust and drag. They will also learn to design, assemble and decorate their own gliders by using lightweight and durable materials, experiencing the joy of science and engineering.

Mr WONG Chung Po, Acting Executive Director of HKAGE, said: “The Academy is committed to providing gifted students with diversified learning platforms and encouraging them to transform knowledge into innovative practices that generate positive social impact. Participation in this exhibition not only provides students with a valuable learning experience that helps consolidate the knowledge acquired in gifted programmes, but also enables the public to better understand how gifted education nurtures a new generation of creative and socially responsible talents to jointly advance the philosophy of ‘Technology for Good’.”

InnoCarnival 2026 – The Hong Kong Academy for Gifted Education

Date:

24 Oct – 1 Nov

Venue:

The Hong Kong Science Park

Booth:

C08-09

Time:

10:00 – 17:00 (Mon to Fri)

10:00 – 18:00 (Sat & Sun)

 

About the HKAGE

Established in 2008 and subvented by the Education Bureau, the HKAGE offers gifted education services actively to local primary and secondary school students to unleash their potential. It also provides gifted education-related information and support for teachers, parents, and other relevant stakeholders.

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SOURCE Hong Kong Academy for Gifted Education

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LEAP Group Relaunches HumanView, a Growth Intelligence System Built to Explain Why Customers Behave the Way They Do

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Reimagined from the ground up, HumanView pairs statistical modeling with expert analysts to turn millions of real-world customer signals into business decisions

LOUISVILLE, Ky., Oct. 23, 2026 /PRNewswire/ — LEAP Group today announced the relaunch of HumanView, its growth intelligence service. The new version has been rebuilt from the ground up and now has a dedicated home at leapgroupnetwork.com/humanview.

HumanView analyzes what customers say and do across social platforms, e-commerce sites, review platforms, search behavior and user-generated content, including signals from Reddit, TikTok, YouTube, Meta, Amazon and Walmart+ that general AI tools cannot always access. Because the data reflects unprompted, real-world behavior, it avoids the response bias built into surveys and focus groups.

The service works in three layers. HumanView captures signals at scale, decodes millions of records through validated statistical models such as regression, correlation and clustering, and then relies on experienced analysts to interpret the patterns. Clients receive clear, human-validated insights instead of another dashboard.

“Machines find the patterns. Humans find the point,” said Alan Gilleo, CEO at LEAP Group. “The first version of HumanView showed us how much customers reveal when nobody is asking them questions. This version is built to explain why they act the way they do, and to put those answers in front of everyone making decisions, from product to service to marketing.”

HumanView focuses on three areas:

Growth Intelligence: customer motivations and how people perceive a brand and its competitors

Market and Category Intelligence: product pain points, service friction, unmet needs and competitive gaps

Audience Intelligence: new segments, positioning opportunities and gaps in the market

Every model is designed and validated by data scientists and benchmarked before it informs a recommendation.

To learn more about HumanView, visit leapgroupnetwork.com/humanview.

About LEAP Group
LEAP Group is a boutique marketing agency holding company with offices in Louisville, Indianapolis, Cincinnati and Chicago. Guided by the belief that brands should “Market Less. Matter More.,” LEAP gives clients access to specialized experts across its entire network. Learn more at leapgroupnetwork.com.

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SOURCE LEAP Group

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STEPHEN A. SMITH ADDRESSES WHITE HOUSE DINNER ATTENDANCE, REAFFIRMS COMMITMENT TO HBCUs AND PROTECTING CORPORATE INVESTMENT IN BLACK EDUCATION

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NEW YORK, Oct. 23, 2026 /PRNewswire/ — Stephen A. Smith, media mogul, New York Times bestselling author, and proud 1991 graduate of Winston-Salem State University, is addressing the public discussion surrounding his decision to attend a White House dinner with President Donald Trump, emphasizing his commitment to the long-term financial stability of Historically Black Colleges and Universities (HBCUs).

For Smith, the decision was rooted in a commitment to institutions that have educated generations of Black leaders, professionals, entrepreneurs, and public servants.

“I will always advocate for HBCUs and the students whose futures depend on them,” Smith said. “My reason for attending the White House dinner was to discuss the challenges these institutions face in securing long-term funding and to make the case that corporate America must continue to invest in them.”

Smith acknowledged federal support through the FUTURE Act while expressing concern that political tensions surrounding diversity, equity, and inclusion (DEI) could discourage private companies from supporting HBCUs. He maintains that these institutions deserve sustained corporate partnerships, philanthropic contributions, and public investment.

“If we truly believe in free-market capitalism, businesses should be able to support educational institutions and charitable causes without fear of criticism or repercussions,” Smith said. “HBCUs have made extraordinary contributions to this country. They deserve sustained public and private investment.”

Ashley Christopher, Esq., Founder and CEO of the HBCU Week Foundation, recognized Smith’s advocacy and decision to engage with the administration.

“Stephen A. Smith has been a powerful advocate for HBCUs, using his platform and influence to shine a national spotlight on our institutions,” expressed Christopher, “His continued support of HBCU Week helps advance our mission of connecting students with life-changing educational opportunities, and we are proud to have him as our ambassador.”

Since Smith became an HBCU Week Ambassador in 2019, the initiative has facilitated more than 15,000 on-the-spot college acceptances and raised and awarded more than $150 million in scholarships, according to the HBCU Week Foundation.

As public discussion continues, Smith is emphasizing the importance of ensuring HBCUs have the resources and partnerships needed to educate future generations and expand opportunities for students.

CLICK HERE to watch Smith’s full response to his White House visit.

MEDIA CONTACT:

media@mrsasinc.com

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SOURCE Straight Shooter Media

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