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.

Data Governance 279

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.)

Data Governance 119

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,

Data Governance 98

Data Governance Big Data Big Data 98

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.

Data Governance 105

Data Governance Data Quality 105

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.

Data Governance 94

Data Governance 94

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.

Data Governance 111

Data Governance Data Warehouse Cloud Data Analytics 111

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 […].

Data Governance 98

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

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.

Data Governance 75

Data Governance Data Quality DataOps Artificial Intelligence 75

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

Data Pipeline 262

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.

Data Governance 72

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.

Data Governance 59

Data Governance Data Quality 59

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.

Data Governance 52

Data Governance AI AI Data Quality 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.

Data Warehouse 195

Data Warehouse Data Governance ETL Data Quality 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.

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.

Machine Learning 128

Machine Learning Machine Learning Data Governance ML 128

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?

Data Governance 52

Data Governance Artificial Intelligence Artificial Intelligence AI 52

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.

AI 217

AI AI Data Governance Artificial Intelligence 217

Dataversity

AUGUST 12, 2024

We live in a data-driven culture, which means that as a business leader, you probably have more data than you know what to do with. To gain control over your data, it is essential to implement a data governance strategy that considers the business needs of every level, from basement to boardroom.

Data Governance 52

Data Governance Data Quality Business Intelligence Business Intelligence 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.

Data Governance 52

Data Governance Artificial Intelligence Artificial Intelligence AI 52

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.

Data Governance 52

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.

Data Governance 52

Data Governance Data Quality AI AI 52

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.

Big Data 370

Big Data Big Data Data Mining Data Mining 370

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 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.

Azure 130

Azure Power BI SQL 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?

AI 122

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.

SQL 130

SQL Data Quality Data Governance Data Scientist 130

IBM Journey to AI blog

JULY 5, 2024

AI and gen AI initiatives can only be as successful as the underlying data permits. Enterprises often undertake various data initiatives to support their AI strategy, ranging from process mining to data governance.

AI 120

AI AI Data Governance Machine Learning 120

Data Science Blog

MAY 15, 2023

Darüber hinaus können Data Governance- und Sicherheitsrichtlinien auf die Daten in einem Data Lakehouse angewendet werden, um die Datenqualität und die Einhaltung von Vorschriften zu gewährleisten. Wenn Ihre Analyse jedoch eine gewisse Latenzzeit tolerieren kann, könnte ein Data Warehouse die bessere Wahl sein.

Data Warehouse 147

Data Warehouse Data Lakes Azure AWS 147

IBM Journey to AI blog

APRIL 8, 2024

Gartner has estimated that 80% of organizations fail to scale digital businesses because of outdated governance processes. Data is an asset, but to provide value, it must be organized, standardized and governed.

Data Governance 71

Data Governance Data Modeling Data Models AI 71

IBM Journey to AI blog

JUNE 27, 2024

Automated alerts and reporting of improper access and usage (measured by query analysis, data exfiltration and network movement) should be developed by infrastructure and data governance teams and reviewed regularly to proactively ensure compliance.

AI 122

AI AI Data Governance Machine Learning 122