databricks

NOVEMBER 20, 2024

Effective data governance is crucial for organizations to harness their data assets. Learn how bp uses Databricks Unity Catalog to enhance their data governance framework, highlighting challenges, strategies, and benefits.

Data Governance 130

Data Governance 130

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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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.

Data Governance 59

Data Governance Artificial Intelligence Artificial Intelligence AI 59

Dataversity

SEPTEMBER 4, 2024

National security aside, the […] The post The Data Governance Wake-Up Call From the OpenAI Breach appeared first on DATAVERSITY. The breach, which involved an outsider gaining access to internal messaging systems, left many worried that a national adversary could do the same and potentially weaponize generative AI technologies.

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Dataversity

JULY 1, 2024

This is my monthly check-in to share with you the people and ideas I encounter as a data evangelist with DATAVERSITY. This month we’re talking about Non-Invasive Data Governance (NIDG).

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Data Governance Data Quality 105

Dataversity

MAY 8, 2023

Welcome to the Dear Laura blog series! As I’ve been working to challenge the status quo on Data Governance – I get a lot of questions about how it will “really” work. In 2019, I wrote the book “Disrupting Data Governance” because I firmly believe […] The post Dear Laura: How Will AI Impact Data Governance?

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Data Governance AI AI Data Quality 95

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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Data Governance AI AI 279

Dataversity

SEPTEMBER 11, 2023

This is my monthly check-in to share with you the people and ideas I encounter as a data evangelist with DATAVERSITY. This month, we’re talking about the interplay between Data Governance and artificial intelligence (AI). Read last month’s column here.)

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Data Governance Artificial Intelligence Artificial Intelligence AI 119

The Data Administration Newsletter

MAY 17, 2022

There is… but one… Data Governance. Maybe you are one who believes that there is something called Master Data Governance, Information Governance, Metadata Governance, Big Data Governance, Customer [or insert domain name here] Data Governance, Data Governance 1.0 – 2.0 – 3.0,

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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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Data Governance Data Quality 105

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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Data Governance Internet of Things Data Quality 119

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.

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Data Governance Data Quality 52

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

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.

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Data Governance Data Quality DataOps 92

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.

Data Governance 85

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.

Data Governance 94

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 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

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.

Data Governance 246

Data Governance 246

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 […].

Data Governance 135

Data Governance 135

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 332

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.

Data Governance 98

Data Governance AI AI Data Quality 98

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

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

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

APRIL 19, 2024

To embark on data governance in an enterprise that spans divisions and diverse stakeholders, a well-defined operating model plays a vital role in achieving expected business benefits. Data mesh is a new concept that encourages data democratization within an organization in a decentralized way by promoting data products.

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Data Governance Data Quality 72

Dataversity

APRIL 4, 2025

In this series of blog posts, I aim toshare some key takeaways from the DGIQ + AIGov Conference 2024 held by DATAVERSITY. These takeaways include my overall professional impressions and a high-level review of the most prominenttopics discussed in the conferences core subject areas: data governance, data quality, and AI governance.

Data Governance 52

Data Governance Data Quality AI AI 52

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.

Data Governance 59

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.

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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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Dataversity

DECEMBER 2, 2024

In the AI era, organizations are eager to harness innovation and create value through high-quality, relevant data. Gartner, however, projects that 80% of data governance initiatives will fail by 2027. This statistic underscores the urgent need for robust data platforms and governance frameworks.

Data Governance 52

Data Governance AI AI Data Quality 52

Data Science Dojo

FEBRUARY 25, 2025

This blog dives into how DeepSeek has unlocked the secrets of cost-effective AI development. By pioneering innovative approaches to model architecture, training methods, and hardware optimization, the company has made high-performance AI models accessible to a much broader audience.

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AI AI Data Governance Artificial Intelligence 239

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.

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Data Science Blog

JULY 23, 2023

Databricks is an ideal tool for realizing a Data Mesh due to its unified data platform, scalability, and performance. It enables data collaboration and sharing, supports Delta Lake for data quality, and ensures robust data governance and security.

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