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

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

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

Flipboard

DECEMBER 8, 2024

This article explores the critical role of data governance in ensuring the accuracy, compliance, and integrity of data throughout AI model development and deployment.

Data Governance 97

Data Governance AI AI Machine Learning 97

The Data Administration Newsletter

DECEMBER 5, 2023

Determining the optimal administrative placement for a data governance program, and specifically a Non-Invasive Data Governance program, is a pivotal decision that can significantly influence its success.

Data Governance 83

Data Governance 83

Dataconomy

MARCH 29, 2023

In an era where data is king, the ability to harness and manage it effectively can make or break a business. A comprehensive data governance strategy is the foundation upon which organizations can build trust with their customers, stay compliant with regulations, and drive informed decision-making.

Data Governance 93

Data Governance Data Science 93

Dataversity

MAY 8, 2023

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? appeared first on DATAVERSITY.

Data Governance 95

Data Governance AI AI Data Quality 95

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

The Data Administration Newsletter

SEPTEMBER 19, 2023

Information technology (IT) plays a vital role in data governance by implementing and maintaining strategies to manage, protect, and responsibly utilize data. Through advanced technologies and tools, IT ensures that data is securely stored, backed up, and accessible to authorized personnel.

Data Governance 81

Data Governance Data Classification Data Quality 81

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

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

Precisely

SEPTEMBER 19, 2024

Key Takeaways: Data integrity is essential for AI success and reliability – helping you prevent harmful biases and inaccuracies in AI models. Robust data governance for AI ensures data privacy, compliance, and ethical AI use. Proactive data quality measures are critical, especially in AI applications.

Data Governance 78

Data Governance Data Quality AI AI 78

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 Dojo

SEPTEMBER 6, 2023

Data Security: A Multi-layered Approach In data warehousing, data security is not a single barrier but a well-constructed series of layers, each contributing to protecting valuable information. Data ownership extends beyond mere possession—it involves accountability for data quality, accuracy, and appropriate use.

Data Warehouse 195

Data Warehouse Data Governance ETL Data Quality 195

Data Science Dojo

JANUARY 31, 2023

In this blog, we discuss the 10 Vs as metrics to gauge the complexity of big data. When we think of “ big data ,” it is easy to imagine a vast, intangible collection of customer information and relevant data required to grow your business. It is one of the three Vs of big data, along with volume and variety.

Big Data 370

Big Data Big Data Data Mining Data Mining 370

Flipboard

NOVEMBER 14, 2023

Modern data quality practices leverage advanced technologies, automation, and machine learning to handle diverse data sources, ensure real-time processing, and foster collaboration across stakeholders.

Data Quality 144

Data Quality Data Governance Machine Learning Machine Learning 144

ODSC - Open Data Science

NOVEMBER 29, 2024

As organizations amass vast amounts of information, the need for effective management and security measures becomes paramount. Artificial Intelligence (AI) stands at the forefront of transforming data governance strategies, offering innovative solutions that enhance data integrity and security.

Data Governance 40

Data Governance AI AI Predictive Analytics 40

AWS Machine Learning Blog

AUGUST 21, 2024

The banking dataset contains information about bank clients such as age, job, marital status, education, credit default status, and details about the marketing campaign contacts like communication type, duration, number of contacts, and outcome of the previous campaign. A new data flow is created on the Data Wrangler console.

Machine Learning 128

Machine Learning Machine Learning Data Governance ML 128

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

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

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

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

Analytics Vidhya

FEBRUARY 2, 2023

Introduction Data analytics solutions collect, process, and analyze data to extract insights and make informed business decisions. The need for a data analytics solution arises from the increasing amount of data organizations generate and the need to extract value from that data.

Analytics 301

Analytics Analytics Data Visualization Data Analysis 301

Dataconomy

AUGUST 1, 2023

Maximus data breach might affect over 11 million people Maximus has stated that this breach could affect up to 11 million individuals. The breach, which took place in May and was publicized by CMS on July 28, involved personal identifiable information (PII) and protected health information (PHI) of Medicare beneficiaries.

Data Governance 172

Data Governance 172

Smart Data Collective

SEPTEMBER 21, 2020

Two or three decades ago, gathering data was the biggest challenge businesses faced. Leaders craved more information and access. Today, these same companies are drowning in data. The challenge of today is organizing and making sense of the data. 4 Tips to Help You Make Sense of Your Data.

Data Governance 145

Data Governance Analytics Analytics Big Data 145

Data Science Dojo

JUNE 5, 2023

Data governance : Establishing robust data governance practices is crucial for ensuring responsible AI. Non-profit organizations should have clear policies for data collection, storage, and usage. The findings from these audits should inform improvements and refinements in AI models and processes.

AI 217

AI AI Data Governance Artificial Intelligence 217

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

Smart Data Collective

DECEMBER 28, 2022

Monitor Your Data Sources. Data sources can be the most unpredictable part of a data pipeline. It’s essential to keep an eye on them and ensure they send valid data. For example, collect customer information from a satisfaction survey. Data accuracy can be managed manually or with automated tools.

Data Pipeline 125

Data Pipeline Data Governance ETL Big Data 125

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

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

Data Science Dojo

MARCH 24, 2023

Collaboration and Communication: Collaboration and communication between data scientists, engineers, and other stakeholders is essential for successful MLOps. This includes sharing code, documentation, and other information and providing regular updates on the status and performance of models.

Machine Learning 195

Machine Learning Machine Learning ML ML 195

Data Science Dojo

MARCH 24, 2023

Collaboration and Communication: Collaboration and communication between data scientists, engineers, and other stakeholders is essential for successful ML Ops. This includes sharing code, documentation, and other information and providing regular updates on the status and performance of models.

Machine Learning 195

Machine Learning Machine Learning ML ML 195

Data Science Connect

JULY 25, 2024

Satori Cyber’s approach emphasizes real-time monitoring and adaptive security measures to protect sensitive information from unauthorized access and breaches. Their solutions aim to provide robust protection while streamlining data governance processes. 4o mini

Data Governance 100

Data Governance 100

The Data Administration Newsletter

OCTOBER 2, 2024

Data security governance is becoming increasingly critical as organizations manage vast amounts of sensitive information across complex, hybrid IT environments. A robust governance framework ensures that data is protected, accessible, and compliant with regulations like GDPR and HIPAA.

Data Governance 52

Data Governance 52