Dataversity

MAY 17, 2024

In today’s data-driven world, organizations face increasing pressure to manage and govern their data assets effectively. Data governance plays a crucial role in ensuring that data is managed responsibly, securely, and in accordance with regulatory requirements.

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databricks

JULY 5, 2023

This blog authored post by Jaison Dominic, Senior Manager, Information Systems at Amgen, and Lakhan Prajapati, Director of Architecture and Engineering at ZS.

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Data Governance 166

Dataversity

JANUARY 8, 2024

However, the sheer volume and complexity of data generated by an ever-growing network of connected devices presents unprecedented challenges. This article, which is infused with insights from leading experts, aims to demystify […] The post IoT Data Governance: Taming the Deluge in Connected Environments appeared first on DATAVERSITY.

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Alation

JANUARY 19, 2023

The words “ data governance ” and “fun” are seldom spoken together. The term data governance conjures images of restrictions and control that result in an uphill challenge for most programs and organizations from the beginning. Or they are spending too much time preparing the data for proper use.

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Data Governance 94

Alation

AUGUST 17, 2022

According to analysts, data governance programs have not shown a high success rate. According to CIOs , historical data governance programs were invasive and suffered from one of two defects: They were either forced on the rank and file — who grew to dislike IT as a result. The Risks of Early Data Governance Programs.

Data Governance 92

Data Governance Data Quality DataOps 92

databricks

SEPTEMBER 1, 2024

Terms like “data governance,” “Generative AI” and “large language models” are becoming commonplace in the workplace. But for business leaders, it takes more.

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IBM Journey to AI blog

MAY 9, 2024

The healthcare industry faces arguably the highest stakes when it comes to data governance. For starters, healthcare organizations constantly encounter vast (and ever-increasing) amounts of highly regulated personal data. healthcare, managing the accuracy, quality and integrity of data is the focus of data governance.

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Data Governance Data Silos Data Quality Predictive Analytics 85

IBM Journey to AI blog

FEBRUARY 9, 2023

In our last blog , we delved into the seven most prevalent data challenges that can be addressed with effective data governance. Today we will share our approach to developing a data governance program to drive data transformation and fuel a data-driven culture.

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Data Governance Data Quality AI AI 94

The Data Administration Newsletter

MAY 16, 2023

Non-Invasive Data Governance (NIDG), like the popular Netflix series Stranger Things, offers a mysterious and complex reality for organizations to navigate. I am often asked how it is possible to navigate these realities and implement NIDG in the real world. Just as the characters […]

Data Governance 95

Data Governance 95

Dataversity

DECEMBER 26, 2024

At the heart of this transformation lies data a critical asset that, when managed effectively, can drive innovation, enhance customer experiences, and open […] The post Corporate Data Governance: The Cornerstone of Successful Digital Transformation appeared first on DATAVERSITY.

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Data Governance Data Quality 105

Dataversity

DECEMBER 11, 2023

As a result, data owners are highly motivated to explore technologies in 2024 that can protect data from the moment it begins its journey in the source systems. From […] The post Trends in Data Governance and Security: What to Prepare for in 2024 appeared first on DATAVERSITY.

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Dataversity

JUNE 14, 2022

The post Data Governance at the Edge of the Cloud appeared first on DATAVERSITY. With that, I’ve long believed that for most large cloud platform providers offering managed services, such as document editing and storage, email services and calendar […].

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Data Governance Data Quality Cloud Data Artificial Intelligence 98

The Data Administration Newsletter

AUGUST 31, 2021

A common misconception among c-level executives is that governance and management of data is the same thing other than in capital letters. Below, we will explore the main differences between Data Management […].

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Data Governance 135

Dataversity

JULY 7, 2023

But the widespread harnessing of these tools will also soon create an epic flood of content based on unstructured data – representing an unprecedented […] The post Navigating the Risks of LLM AI Tools for Data Governance appeared first on DATAVERSITY.

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IBM Journey to AI blog

SEPTEMBER 5, 2024

Everything is data—digital messages, emails, customer information, contracts, presentations, sensor data—virtually anything humans interact with can be converted into data, analyzed for insights or transformed into a product. Managing this level of oversight requires adept handling of large volumes of data.

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Data Governance Data Quality DataOps Artificial Intelligence 75

databricks

MAY 5, 2023

As the volume, velocity and variety of data grows, organizations are increasingly relying on staunch data governance practices to ensure their core business.

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Data Governance 197

Data Science Blog

MAY 20, 2024

Modelling Approaches : It supports top-down modelling, bottom-up modelling, import from external modelling tool, Dimensional/Kimball, Data Vault 2.0, and Kimball, Inmon, 3NF, or any custom data model. Collaborators can track modifications, revert to presivous versions, and ensure data governance. Mixed approach of DV 2.0

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Data Pipeline Data Warehouse Azure Data Lakes 262

Dataversity

NOVEMBER 27, 2023

Companies have implemented a variety of corporate governance mechanisms to ensure effective decision-making and risk management. These include board […] The post The Emergence of Corporate Data Governance appeared first on DATAVERSITY.

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Data Governance Data Quality 72

Dataversity

JUNE 21, 2024

Data governance is crucial for businesses aiming to maximize the value of their data, yet several common issues can significantly hinder its effectiveness. Let’s dive straight into these challenges and outline actionable strategies for overcoming them.

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Data Governance Data Quality 59

Precisely

FEBRUARY 12, 2024

For instance, telcos are early adopters of location intelligence – spatial analytics has been helping telecommunications firms by adding rich location-based context to their existing data sets for years. This shortfall in effective data governance inhibits visibility and transparency.

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Data Governance Analytics Analytics Machine Learning 64

Dataversity

DECEMBER 17, 2024

AI solutions have moved from experimental to mainstream, with all the major tech companies and cloud providers making significant investments in […] The post What to Expect in AI Data Governance: 2025 Predictions appeared first on DATAVERSITY.

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Data Governance AI AI Data Quality 64

Data Science Dojo

SEPTEMBER 6, 2023

M aintaining the security and governance of data within a data warehouse is of utmost importance. Data ownership extends beyond mere possession—it involves accountability for data quality, accuracy, and appropriate use. This includes defining data formats, naming conventions, and validation rules.

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Data Warehouse Data Governance Data Quality ETL 195

Dataversity

JULY 29, 2024

Implementing a successful data governance program is essential for any organization that wants to manage its data effectively. In the pursuit of effective data management, many organizations overlook the practical realities and challenges that can significantly impact their success.

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Data Governance Data Quality 59

Dataversity

MAY 20, 2024

This has prompted businesses to reevaluate their data collection operations. But to keep data private and secure businesses […] The post Data Privacy Through Robust Data Governance: Strategies and Best Practices appeared first on DATAVERSITY.

Data Governance 64

Data Governance Data Quality 64

AWS Machine Learning Blog

AUGUST 21, 2024

Conclusion In this post, we covered an end-to-end integration of SageMaker Canvas and Amazon DataZone, including infrastructure controls, sharing and consuming data assets, and creating and publishing ML models. This integration provides a powerful solution for data governance, collaboration, and reusability across ML projects.

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Machine Learning Machine Learning Data Governance ML 118

Data Science Dojo

JUNE 5, 2023

Responsible AI in non-profits This blog post will discuss the challenges of responsible AI in non-profit organizations and provide some strategies for addressing them. Data governance : Establishing robust data governance practices is crucial for ensuring responsible AI.

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AI AI Data Governance Data Scientist 212

Dataversity

NOVEMBER 25, 2024

The emergence of artificial intelligence (AI) brings data governance into sharp focus because grounding large language models (LLMs) with secure, trusted data is the only way to ensure accurate responses. So, what exactly is AI data governance?

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Data Governance Artificial Intelligence Artificial Intelligence AI 52

Dataversity

JANUARY 30, 2025

In the next decade, companies that capitalize on revenue data will outpace competitors, making it the single most critical asset for driving growth, agility, and market leadership.

Data Governance 52

Data Governance Data Quality 52

Dataversity

DECEMBER 18, 2024

Issues like intellectual property rights, bias, privacy, and liability are central concerns that […] The post AI Technologies and the Data Governance Framework: Navigating Legal Implications appeared first on DATAVERSITY.

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Data Governance Artificial Intelligence Artificial Intelligence AI 59

Dataversity

SEPTEMBER 26, 2024

In the high-stakes world of data governance, where organizations strive to protect and leverage their most valuable asset, one truth stands out: technology alone won’t get you there. The secret sauce? People and culture.

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Data Governance Data Quality 52

Dataversity

OCTOBER 9, 2024

Despite advancements in tools like ChatGPT and Google’s Gemini, fundamental issues with data governance – such as high costs, poor data quality, and security concerns – continue to hinder progress. Stop me […] The post New Tools, New Tech, Same Roadblocks: Data Governance in the Age of AI appeared first on DATAVERSITY.

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Data Governance Data Quality AI AI 52

Dataversity

NOVEMBER 10, 2023

Data Governance, as currently practiced, is failing. Worse, many of those tasked with contributing to Data Governance find the effort painful. We have enormous sympathy for data governors. (We There have been some successes, but by and large, even these efforts have fallen short.

Data Governance 105

Data Governance Data Quality 105

Data Science Dojo

JANUARY 31, 2023

Big data is conventionally understood in terms of its scale. This one-dimensional approach, however, runs the risk of simplifying the complexity of big data. In this blog, we discuss the 10 Vs as metrics to gauge the complexity of big data. This is specific to the analyses being performed.

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Data Science Blog

JULY 20, 2024

Modellierungsansätze : Unterstützt diverse Modellierungsmethoden, einschließlich Dimensional/Kimball und Data Vault 2.0. Versionierung : Ermöglicht die Nachverfolgung von Änderungen und die Sicherstellung der Data Governance.

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Azure SQL Power BI Data Lakes 130

Towards AI

NOVEMBER 4, 2024

Yet scaling such AI use cases requires governance frameworks that do more than just manage data — effective AI governance frameworks encompass systems that continuously learn, adapt, and operate with minimal human intervention. What makes AI governance different from data governance?

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AI AI Data Governance Artificial Intelligence 122

IBM Data Science in Practice

APRIL 26, 2024

In this blog, we explore how the introduction of SQL Asset Type enhances the metadata enrichment process within the IBM Knowledge Catalog , enhancing data governance and consumption. Data Stewardship : Data stewards can utilize dynamic views for metadata enrichment, profiling, and data governance activities.

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SQL Data Quality Data Governance Data Scientist 130

Dataversity

JANUARY 15, 2025

Theres nothing quite like gathering with data professionalsfriends old and new at a DATAVERSITY conference.Last months event was particularly special, combining the well-established Data Governance & Information Quality (DGIQ) East Conference with the inaugural AI Governance Conference (AIGov).Adding

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Data Governance AI AI Data Quality 98