Can Data Governance Address AI Fatigue?
KDnuggets
JANUARY 9, 2024
This post explains how data governance can help data scientists handle AI fatigue and build robust models.
Practical First Steps In Data Governance For Long Term Success
Data Engineering Podcast
JUNE 2, 2024
Summary Modern businesses aspire to be data driven, and technologists enjoy working through the challenge of building data systems to support that goal. Data governance is the binding force between these two parts of the organization. At what point does a lack of an explicit governance policy become a liability?
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Low Friction Data Governance With Immuta
Data Engineering Podcast
DECEMBER 21, 2020
Summary Data governance is a term that encompasses a wide range of responsibilities, both technical and process oriented. One of the more complex aspects is that of access control to the data assets that an organization is responsible for managing. What is data governance? How is the Immuta platform architected?
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Off The Shelf Data Governance With Satori
Data Engineering Podcast
DECEMBER 28, 2020
The team at Satori has a background in cybersecurity and they are using the lessons that they learned in that field to address the challenge of access control and auditing for data governance. How does Satori compare to other tools and products for managing access control and governance for data assets?
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LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase
However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs. Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications.
Why Spatial Data Governance is Critical to Your Business Strategy
Precisely
NOVEMBER 14, 2023
When speaking to organizations about data integrity , and the key role that both data governance and location intelligence play in making more confident business decisions, I keep hearing the following statements: “For any organization, data governance is not just a nice-to-have! “ “Everyone knows that 80% of data contains location information.
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Implementing Data Governance in Data Science Pipelines: Techniques and Best Practices
KDnuggets
SEPTEMBER 30, 2024
Discover the keys for a successful adoption of data governance schemes in your data science projects.
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The Vital Role of Data Governance in Communications, Media and Entertainment
databricks
MAY 6, 2024
Discover the vital role of data governance in the communications, media, and entertainment industry. Learn how robust data governance enables personalized experiences, ensures AI transparency, and mitigates compliance risks.
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Unity Catalog Lakeguard: Industry-first and only data governance for multi-user Apache™ Spark clusters
databricks
APRIL 24, 2024
Unlock the power of Apache Spark™ with Unity Catalog Lakeguard on Databricks Data Intelligence Platform. Run SQL, Python & Scala workloads with full data governance & cost-efficient multi-user compute.
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Building A Data Governance Bridge Between Cloud And Datacenters For The Enterprise At Privacera
Data Engineering Podcast
MARCH 27, 2022
Summary Data governance is a practice that requires a high degree of flexibility and collaboration at the organizational and technical levels. The growing prominence of cloud and hybrid environments in data management adds additional stress to an already complex endeavor.
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AI Success – Powered by Data Governance and Quality
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 and Strategy for the Global Enterprise
Cloudera
SEPTEMBER 23, 2022
CDP One requires zero ops, enabling fast and easy self-service analytics on any type of data without the need for specialized ops or cloud expertise.Try it today for free here ! The post Data Governance and Strategy for the Global Enterprise appeared first on Cloudera Blog.
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Distributed Data Governance and Isolated Environments with Unity Catalog
databricks
MARCH 8, 2023
Effective data governance is essential for any organization that relies on data, analytics and AI for its operations. In many organizations, there is.
Where Does Data Governance Fit Into Hybrid Cloud?
Cloudera
JUNE 14, 2024
But for all the excitement and movement happening within hybrid cloud infrastructure and its potential with AI, there are still risks and challenges that need to be appropriately managed—specifically when it comes to the issue of data governance. The need for effective data governance itself is not a new phenomenon.
Simplifying Data Governance in AI-driven Financial Services
databricks
APRIL 3, 2024
In the era of rapid data growth and increasing pressure on financial institutions to utilize data for AI or genAI models, data governance.
What Is AI Model Governance?
KDnuggets
DECEMBER 13, 2021
How exactly does AI model governance help tackle these issues? And how can you ensure you’re using it to best fit your needs? Read on.
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Metadata Management and Data Governance with Cloudera SDX
Cloudera
JANUARY 26, 2024
In this article, we will walk you through the process of implementing fine grained access control for the data governance framework within the Cloudera platform. In a good data governance strategy, it is important to define roles that allow the business to limit the level of access that users can have to their strategic data assets.
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Databricks on Databricks: Kicking off the Journey to Governance with Unity Catalog
databricks
JULY 23, 2024
In this blog, we are excited to share Databricks's journey in migrating to Unity Catalog for enhanced data governance. We'll discuss our high-level strategy and the tools we developed to facilitate the migration. Our goal is to highlight the benefits of Unity Catalog and make you feel confident about transitioning to it.
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Confluent Unlocks the Full Power of Event Streams with Stream Governance
Confluent
SEPTEMBER 14, 2021
Data governance initiatives aim to manage the availability, integrity, and security of data used across an organization. With the explosion in volume, variety, and velocity of data powering the modern […].
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Building an AI-Ready Retail Organization with Improved Data Governance
databricks
MARCH 13, 2024
Artificial Intelligence is top-of-mind with every C-suite in Retail & Consumer Goods. Companies see the potential to deliver better customer service, derive faster.
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Zenlytic Is Building You A Better Coworker With AI Agents
Data Engineering Podcast
MAY 18, 2024
Trusted by the teams at Comcast and Doordash, Starburst delivers the adaptability and flexibility a lakehouse ecosystem promises, while providing a single point of access for your data and all your data governance allowing you to discover, transform, govern, and secure all in one place. Want to see Starburst in action?
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Snowflake Horizon Advances Industry-Leading Governance with Simplified Internal Marketplaces and AI Innovations
Snowflake
JUNE 5, 2024
Snowflake Horizon empowers these organizations to govern and discover with a built-in, unified set of compliance, security, privacy, interoperability and access capabilities for data, apps and models in the AI Data Cloud — and even extending these to Iceberg tables.
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Gain an AI Advantage with Data Governance and Quality
Precisely
AUGUST 29, 2024
Data observability continuously monitors data pipelines and alerts you to errors and anomalies. Data governance ensures AI models have access to all necessary information and that the data is used responsibly in compliance with privacy, security, and other relevant policies. stored: where is it located?
A Journey Towards Unified Data Governance at bp
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.
AI Is the Future. Data Governance Is Now.
Elder Research
NOVEMBER 21, 2024
Discover how data governance empowers teams with accurate, accessible, and connected data to drive real impact.
How Databricks Unity Catalog Helped Amgen Enable Data Governance at Enterprise Scale
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.
Unlocking Effective Data Governance with Unity Catalog – Data Bricks
RandomTrees
SEPTEMBER 17, 2024
In the realm of big data and AI, managing and securing data assets efficiently is crucial. Databricks addresses this challenge with Unity Catalog, a comprehensive governance solution designed to streamline and secure data management across Databricks workspaces. What is Unity Catalog? Advantages of the Unity Catalog 1.
Using Trino And Iceberg As The Foundation Of Your Data Lakehouse
Data Engineering Podcast
FEBRUARY 18, 2024
Trusted by the teams at Comcast and Doordash, Starburst delivers the adaptability and flexibility a lakehouse ecosystem promises, while providing a single point of access for your data and all your data governance allowing you to discover, transform, govern, and secure all in one place.
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Unlocking Effective Data Governance with Unity Catalog – Data Bricks – Part 2
RandomTrees
SEPTEMBER 23, 2024
In the first part of Data Governance with Unity Catalog , we explored the fundamentals of Unity Catalog, including its core features, advantages, and a comparison with other data catalog tools. Let’s further unlock the potential of Unity Catalog as we explore these essential aspects of data governance.
Empowering Business Growth in Asia Pacific With Data Governance: Learnings From Economist Impact Webinar
databricks
FEBRUARY 20, 2023
Among all the rapid changes brought about by the pandemic, perhaps the most significant has been the emergence of data as a critical.
Improve Data Quality Through Engineering Rigor And Business Engagement With Synq
Data Engineering Podcast
JUNE 30, 2024
How does the focus on data assets/data products shift your approach to observability as compared to a table/pipeline centric approach? With the focus on sharing ownership beyond the boundaries on the data team there is a strong correlation with data governance principles. Want to see Starburst in action?
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2024 Governance Trends for Data Leaders
phData: Data Engineering
NOVEMBER 1, 2024
In an effort to better understand where data governance is heading, we spoke with top executives from IT, healthcare, and finance to hear their thoughts on the biggest trends, key challenges, and what insights they would recommend. With that, let’s get into the governance trends for data leaders! No problem!
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Troubleshooting Kafka In Production
Data Engineering Podcast
DECEMBER 24, 2023
Trusted by the teams at Comcast and Doordash, Starburst delivers the adaptability and flexibility a lakehouse ecosystem promises, while providing a single point of access for your data and all your data governance allowing you to discover, transform, govern, and secure all in one place.
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Data Trends 2024: Strategies for an AI-Ready Data Foundation
Snowflake
MARCH 19, 2024
We saw that collectively, organizations are definitely preparing their data to be used more effectively with powerful, new AI technologies. The most marked finding was around governance. Strong data governance is essential to meet security and compliance obligations, but it is often regarded as a hindrance.
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The last (but not least)”ops” you need for your data : DataGovops
François Nguyen
JANUARY 18, 2021
To finish the trilogy (Dataops, MLops), let’s talk about DataGovOps or how you can support your Data Governance initiative. Last part, it was added the data security and privacy part. Every data governance policy about this topic must be read by a code to act in your data platform (access management, masking, etc.)
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Enabling The People, Enabling The Data with Kulani Likotsi
Jesse Anderson
NOVEMBER 15, 2022
My guest this week is Kulani Likotsi , the Head of Data Management and Data Governance at one of the four biggest banks in Africa. She’s had a rising career journey going from an analyst, to a Business Intelligence developer, to the data warehouse team, to the data governance team. What’s the new buzz?”
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Executive Overview: The Rise of Open Foundational Models
databricks
MAY 3, 2024
Moving generative AI applications from the proof of concept stage into production requires control, reliability and data governance. Organizations are turning to open.
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Making Email Better With AI At Shortwave
Data Engineering Podcast
APRIL 21, 2024
Trusted by the teams at Comcast and Doordash, Starburst delivers the adaptability and flexibility a lakehouse ecosystem promises, while providing a single point of access for your data and all your data governance allowing you to discover, transform, govern, and secure all in one place.
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Stitching Together Enterprise Analytics With Microsoft Fabric
Data Engineering Podcast
JUNE 23, 2024
Trusted by the teams at Comcast and Doordash, Starburst delivers the adaptability and flexibility a lakehouse ecosystem promises, while providing a single point of access for your data and all your data governance allowing you to discover, transform, govern, and secure all in one place. Want to see Starburst in action?
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Toward a Data Mesh (part 2) : Architecture & Technologies
François Nguyen
MARCH 22, 2021
TL;DR After setting up and organizing the teams, we are describing 4 topics to make data mesh a reality. How do we build data products ? How can we interoperate between the data domains ? How do we govern all these data products and domains ?
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Being Data Driven At Stripe With Trino And Iceberg
Data Engineering Podcast
JUNE 16, 2024
Trusted by the teams at Comcast and Doordash, Starburst delivers the adaptability and flexibility a lakehouse ecosystem promises, while providing a single point of access for your data and all your data governance allowing you to discover, transform, govern, and secure all in one place. Want to see Starburst in action?
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Tackling Real Time Streaming Data With SQL Using RisingWave
Data Engineering Podcast
FEBRUARY 4, 2024
Trusted by the teams at Comcast and Doordash, Starburst delivers the adaptability and flexibility a lakehouse ecosystem promises, while providing a single point of access for your data and all your data governance allowing you to discover, transform, govern, and secure all in one place.
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Ship Smarter Not Harder With Declarative And Collaborative Data Orchestration On Dagster+
Data Engineering Podcast
MARCH 24, 2024
Trusted by the teams at Comcast and Doordash, Starburst delivers the adaptability and flexibility a lakehouse ecosystem promises, while providing a single point of access for your data and all your data governance allowing you to discover, transform, govern, and secure all in one place.
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The High Cost of Poor Data Warehouse Governance
Monte Carlo
SEPTEMBER 10, 2024
This truth was hammered home recently when ride-hailing giant Uber found itself on the receiving end of a staggering €290 million ($324 million) fine from the Dutch Data Protection Authority. Poor data warehouse governance practices that led to the improper handling of sensitive European driver data. The reason?
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