Smart Data Collective

SEPTEMBER 28, 2022

quintillion bytes of data are generated each day? Businesses are having a difficult time managing this growing array of data, so they need new data management tools. Data management is a growing field, and it’s essential for any business to have a data management solution in place.

Big Data 268

Big Data Data Management Data Quality Healthcare 268

Dataversity

APRIL 1, 2024

This reliance has spurred a significant shift across industries, driven by advancements in artificial intelligence (AI) and machine learning (ML), which thrive on comprehensive, high-quality data.

Master Data Management 170

Master Data Management Data Quality Data Management Artificial Intelligence 170

Dataversity

JANUARY 5, 2024

This has resulted in high costs for data storage and protection, growing security risks from shadow IT and too many data silos, and the desire to leverage […] The post Unstructured Data Management Predictions for 2024 appeared first on DATAVERSITY.

Data Management 146

Data Management Data Architecture 146

Dataversity

AUGUST 9, 2023

Business and […] The post Why AI Forces Data Management to Up Its Game appeared first on DATAVERSITY. By the end of this decade, new enterprise storage capacity shipments are forecast to be 15 ZB per year, with the active installed base exceeding 45 ZB. Where Is This Growth Coming From?

Data Management 246

Data Management Artificial Intelligence Data Architecture 246

Dataversity

DECEMBER 12, 2023

The insurance industry and the broader risk management sector have long contended with Data Management issues. Updating and integrating legacy systems while ensuring quality across the board has proved difficult for most people in these fields.

Data Management 146

Data Management 146

Dataversity

DECEMBER 15, 2023

As we near the end of 2023, it is imperative for Data Management leaders to look in their rear-view mirrors to assess and, if needed, refine their Data Management strategies.

Data Management 146

Data Management Data Quality Data Governance Data Architecture 146

Dataversity

JANUARY 4, 2024

The life sciences industry has witnessed a surge in Data Management solution investments over the past few years. Past Data Management systems, often […] The post Life Sciences Need Scalable, Adaptable, and Flexible Data Management Systems appeared first on DATAVERSITY.

Data Management 146

Data Management 146

Dataversity

NOVEMBER 9, 2023

In today’s data-driven world, where every byte of information holds untapped potential, effective Data Management has become a central component of successful businesses. The ability to collect and analyze data to gain valuable insights is the basis of informed decision-making, innovation, and competitive advantage.

Data Management 146

Data Management Innovation Data Quality Data Governance 146

Dataversity

FEBRUARY 15, 2021

This article introduces Force-Field Analysis (FFA) [1], a tool that one of us (Tom) has used for many years to help understand and summarize the impacts of multiple factors in the data space. The post Increasing the Business Impact of Data Management Using Force-Field Analysis appeared first on DATAVERSITY.

Data Management 246

Data Management Chief Data Officer Data Quality Data Governance 246

Dataversity

MAY 12, 2023

However, most companies fumble their approach to Data Management and fail to draw insights as a result. Data Management might seem like a back-office function, but it is critical to a modern company’s success. Getting started with or fixing your Data Management processes might seem intimidating.

Data Management 130

Data Management Data Quality Data Governance Government 130

Dataversity

MAY 1, 2023

The remainder of this point of view will explain why connecting […] The post Connecting the Three Spheres of Data Management to Unlock Value appeared first on DATAVERSITY. But only very few have succeeded in connecting the knowledge of these three efforts.

Data Management 244

Data Management Documentation Data Modelling Data Quality 244

Dataversity

JANUARY 2, 2024

By 2021, 96% of companies had made the cloud part of their Data Management plan, leveraging cloud-based services to support their digital infrastructure. As a […] The post Cloud Repatriation Is Cutting Costs and Shifting Data Management Plans appeared first on DATAVERSITY.

Data Management 146

Data Management Planning Digital Cloud Computing 146

Dataversity

NOVEMBER 13, 2023

In September, I had the privilege of co-hosting a new special interest group (SIG), Women in Data Management and Governance, alongside DATAVERSITY’s Shannon Kempe, at a pre-conference Enterprise Data World (EDW) event.

Government 170

Government Data Management Data Governance Data Quality 170

Dataversity

NOVEMBER 28, 2022

For example, a major social media conglomerate recently came under fire for reports that user data was accessible to employees, leading lawmakers to call for an investigation by the F.T.C. This has piqued concern for data privacy once again and shines a light on the lack of […].

Data Management 246

Data Management 246

Dataversity

JULY 19, 2021

If you are responsible for Master Data Management (MDM) in your company, you are likely considering moving or implementing MDM on the cloud. The post Master Data Management on Cloud Journey appeared first on DATAVERSITY. Most companies are either considering cloud, if not on a cloud adoption journey already.

Master Data Management 245

Master Data Management Data Management Data Architecture 245

Dataversity

FEBRUARY 21, 2022

The post Forthcoming AI Regulation Makes Data Management Imperative appeared first on DATAVERSITY. Not only has there been documentation of racial bias in facial recognition systems, but algorithmic decision-making has also played a role in denying minorities home loans, prioritizing men during hiring, […].

Data Management 246

Data Management Documentation Artificial Intelligence 246

Dataversity

DECEMBER 24, 2020

The Data Rants video blog series begins with host Scott Taylor “The Data Whisperer.” The post The 12 Days of Data Management appeared first on DATAVERSITY.

Data Management 242

Data Management Data Quality Master Data Management Data Governance 242

Dataversity

OCTOBER 23, 2023

This problem will become more complex as organizations adopt new resource-intensive technologies like AI and generate even more data. By 2025, the IDC expects worldwide data to reach 175 zettabytes, more […] The post Why Master Data Management (MDM) and AI Go Hand in Hand appeared first on DATAVERSITY.

Master Data Management 159

Master Data Management Data Management Data Quality Data Governance 159

Dataversity

FEBRUARY 26, 2024

Organizations across all categories and sizes (MNCs and SMEs) have started making critical business decisions based on insights gathered from collected data.

Data Management 146

Data Management Data Architecture Data Security 146

Dataversity

OCTOBER 12, 2023

After thorough research, I found that proper management of patient data can do wonders for the healthcare sector. Do you want to […] The post How to Leverage Data Management for Efficient Patient Billing appeared first on DATAVERSITY.

Data Management 130

Data Management Healthcare 130

Dataversity

JANUARY 13, 2022

To get the most out of data, it must be consolidated from many systems to unlock valuable business insights and feed applications such as machine learning […]. The post The Future of Data Management: Five Predictions for 2022 appeared first on DATAVERSITY.

Data Management 246

Data Management Artificial Intelligence Data Architecture 246

Dataversity

MAY 23, 2022

This is due to several facts beginning with the limitations of legacy infrastructure, the massive amounts of structured and unstructured data that organizations were collecting, […]. The post The Evolution of Data Virtualization: From Data Integration to Data Management appeared first on DATAVERSITY.

Data Management 246

Data Management Data Warehouse Data Architecture 246

Dataversity

OCTOBER 10, 2023

The once-disconnected worlds of data management and analytics are increasingly colliding in front of our eyes, even if not everybody sees it. That combination will see the emergence of […] The post Data Management and Analytics: Are You Ready for These Worlds to Collide?

Data Management 130

Data Management 130

Dataversity

JANUARY 18, 2022

In 2022, ensuring best-in-class Data Management is anything but straightforward for CIOs and IT leaders. The volume, variety, and velocity of data being collected have grown exponentially, as has the number of cloud solutions that require the use of this data without your direct control.

Data Management 246

Data Management Data Architecture Data Security 246

Dataversity

DECEMBER 2, 2022

The post Unstructured Data Management Predictions for 2023 appeared first on DATAVERSITY. IT leaders will place their bets on strategic cloud and analytics investments – two areas where there is ample proof of cutting costs and delivering insights that can create new value from […].

Data Management 130

Data Management Data Architecture 130

Dataversity

SEPTEMBER 29, 2021

Data can be used to enhance AI capabilities, create personalized experiences, or be applied in medical research to help save lives. The post Is Unstructured Data the Future of Data Management? However, the biggest question remains: What is the best method to store, […]. appeared first on DATAVERSITY.

Data Management 246

Data Management Data Analytics Data Analytics 246

InfoQ Articles

JUNE 12, 2023

DuckDB is an open-source OLAP database for analytical data management that operates as an in-process database, avoiding data transfer overhead. Leveraging vectorized query processing and Morsel-Driven parallelism, the database optimizes performances and multi-core utilization for analytical data processing.

Data Management 55

Data Management 55

Dataversity

APRIL 22, 2022

As the saying goes, “data is the new oil.” However, in order for data to be truly useful, it needs to be managed effectively. This is where the following 16 internal Data Management best practices come […]. The post 16 Internal Data Management Best Practices appeared first on DATAVERSITY.

Data Management 130

Data Management Digital Data Quality Data Governance 130

Dataversity

DECEMBER 23, 2020

Data Management has been changing tremendously. Each year, the volume of data we need to manage goes rapidly up, as does the number of sources where this data is generated. The post Th(re)e Things that Make Compliant Data Management Strategies appeared first on DATAVERSITY.

Data Management 246

Data Management 246

Dataversity

OCTOBER 25, 2021

The post The Connection Between Good Data Management and Enterprise Agility appeared first on DATAVERSITY. During the last two years, however, the word has taken on an entirely different meaning for companies navigating the complexities of a pandemic.

Data Management 246

Data Management Agile Documentation Data Security 246

Dataversity

MAY 19, 2023

As technology has advanced, databases, warehouses, and data lakes have enabled information to be collected, stored, and managed electronically. But as businesses have rapidly increased the volume, velocity, and variety of data […] The post Why Good Data Management Matters Now More Than Ever appeared first on DATAVERSITY.

Data Management 130

Data Management Business Analysis Business Analysis Data Quality 130

Dataversity

JUNE 23, 2023

Some verticals, notably financial services, are beginning to tie ESG information directly to investment decisions, while all companies are realizing that […] The post Logical Data Management for Environmental, Social, and Governance (ESG) Initiatives appeared first on DATAVERSITY.

Government 130

Government Data Management Data Governance Data Quality 130

Dataversity

JUNE 14, 2023

The good news is that advances in AI and automation technology, such as AI-based data extraction, virtual clinical trials, and predictive analytics, […] The post Leveraging AI and Automation to Streamline Clinical Trial Data Management appeared first on DATAVERSITY.

Data Management 130

Data Management Predictive Analytics 130

Dataversity

JANUARY 20, 2021

The smart factory and plant now incorporate an array of connected technologies, all generating a vast volume of data. As a result, data will continue its exponential growth, […]. The post Why Effective Data Management Is Key in a Connected World appeared first on DATAVERSITY.

Data Management 246

Data Management Digital Transformation Digital Master Data Management 246

Dataversity

APRIL 23, 2021

Within the Data Management industry, it’s becoming clear that the old model of rounding up massive amounts of data, dumping it into a data lake, and building an API to extract needed information isn’t working. The post Why Graph Databases Are an Essential Choice for Master Data Management appeared first on DATAVERSITY.

Master Data Management 227

Master Data Management Data Management Data Governance Data Quality 227

Dataversity

MARCH 23, 2023

However, it is critical to have […] The post The Key to Unstructured Data Management: Communicating About Your Data appeared first on DATAVERSITY.

Data Management 130

Data Management Data Architecture 130

Dataversity

MARCH 10, 2021

Companies must create a standard for their data that fits their business needs and processes. The post Three Reasons to Take a More Holistic Approach to Data Management appeared first on DATAVERSITY. To determine what those are, start by asking […].

Data Management 246

Data Management Data Requirement Data Quality Data Governance 246