Machine Learning Metadata Store
KDnuggets
AUGUST 31, 2022
In this article, we will learn about metadata stores, the need for them, their components, and metadata store management.
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How Metadata Improves Security, Quality, and Transparency
KDnuggets
APRIL 25, 2022
Metadata is the data providing context about the data, more than what you see in the rows and columns. By managing your metadata, you're effectively creating an encyclopedia of your data assets.
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Trending Sources
AWS Glue for Handling Metadata
Analytics Vidhya
AUGUST 19, 2022
The post AWS Glue for Handling Metadata appeared first on Analytics Vidhya. The managed service offers a simple and cost-effective method of categorizing and managing big data in an enterprise. It provides organizations with […].
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337 Webinars
How to Optimize the Developer Experience for Monumental Impact
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
The Project Clinic: Assessing Project Health, Planning, and Execution
Conditional Love for AWS Metadata Enumeration
Hacker News
FEBRUARY 25, 2024
We’ve found a way to enumerate various metadata from public resources and created a tool to help you test your environment. How would you feel if an attacker could read your AWS resource tags? Turns out they can!
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A Distributed File System in Go Cut Average Metadata Memory Usage to 100 Bytes
Hacker News
FEBRUARY 22, 2024
Learn JuiceFS Enterprise Edition’s metadata engine design and optimization methods that reduced its average memory usage for metadata to 100 bytes.
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How to unlock the value of data by using metadata?
Dataconomy
APRIL 4, 2022
Metadata, in its most basic sense, is simply data about data. The definition of metadata is “a set of data that describes and gives information about other. It’s a method for determining what your data means or represents. It generally includes a description of the data and key background information.
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Data Speaks for Itself: Is Metadata Data?
The Data Administration Newsletter
MAY 1, 2024
Well, of course, metadata is data. Our standard definition explicitly says that metadata is data describing other data. The reason I ask it is because we seem to think about and manage metadata as somehow different than “normal data” such as business operations […]
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Knowledge Bases for Amazon Bedrock now supports metadata filtering to improve retrieval accuracy
AWS Machine Learning Blog
APRIL 8, 2024
To refine the search results, you can filter based on document metadata to improve retrieval accuracy, which in turn leads to more relevant FM generations aligned with your interests. With this feature, you can now supply a custom metadata file (each up to 10 KB) for each document in the knowledge base. Virginia) and US West (Oregon).
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Metadata Management Matters, Progress To Acquire MarkLogic
Adrian Bridgwater for Forbes
JANUARY 4, 2023
If we started that journey with information management at the heart of the software kernel, then we need to go one tier deeper & add metadata management. Progress has a vision for application development & infrastructure software, managed through digitally encoded policies and controls.
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Using AI to Improve Metadata and Business Outcomes
Dataversity
OCTOBER 11, 2023
The best […] The post Using AI to Improve Metadata and Business Outcomes appeared first on DATAVERSITY. Naturally, feeding it more than it needs or not enough will be either costly or result in a poor model, respectively. When using AI, you want your results quickly and with minimal cost.
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Best Practices for Metadata Management
Alation
JULY 19, 2021
What Is Metadata? Metadata is information about data. A clothing catalog or dictionary are both examples of metadata repositories. Indeed, a popular online catalog, like Amazon, offers rich metadata around products to guide shoppers: ratings, reviews, and product details are all examples of metadata.
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Metadata: 5 reasons why you should understand its analytical value
SAS Software
MARCH 7, 2023
Traditional metadata solutions focus on understanding how data and processes in a deployment relate to each other and how process changes [.] Metadata: 5 reasons why you should understand its analytical value was published on SAS Voices by Liz McIntosh
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What Your Phone Number’s Metadata Means for Data Privacy
Smart Data Collective
AUGUST 11, 2023
One of the issues that we need to be aware of is the role of phone metadata. Our Phone Metadata Can Be a Threat to Our Data Privacy Data privacy protections against government surveillance often focus on communications content and exclude communications metadata. This can lead to some serious data privacy concerns.
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Metadata Metamorphosis: from plain Data to Enhanced insights with Retrieval Augmented Generation
Mlearning.ai
DECEMBER 3, 2023
Discover how metadata, the hidden gem of your knowledge base, can be transformed into a powerful tool for enriching your RAG pipeline and… Continue reading on MLearning.ai »
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Metadata Store for Production ML!
KDnuggets
MAY 31, 2022
Add Layer to your existing ML code and quickly get a rich model and data registry with experiment tracking!
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Metadata Governance: An Outline for Success (Part Two)
The Data Administration Newsletter
DECEMBER 5, 2023
In part one of “Metadata Governance: An Outline for Success,” I discussed the steps required to implement a successful data governance environment, what data to gather to populate the environment, and how to gather the data. In part two, I will discuss the “so what” aspects of data governance — that is, what types of […]
Metadata Governance: An Outline for Success (Part One)
The Data Administration Newsletter
NOVEMBER 14, 2023
The outline in the following article will help an organization manage its metadata about itself (mission, strategies, etc.) Organizations that fail to understand their mission and strategies will at best flounder and at worst fail. as well as help an organization identify and […]
Using Images and Metadata for Product Fuzzy Matching with Zingg
databricks
SEPTEMBER 24, 2023
Product matching is an essential function in many retail and consumer goods organizations. Incoming products are compared to items in the existing product.
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Using the metadata service to identify disks in your VSI with IBM Cloud VPC
IBM Journey to AI blog
JUNE 12, 2023
If we log in to the VSI, we can see the volume disks: [root@test-metadata ~]# ls -la /dev/disk/by-id total 0 drwxr-xr-x. vdb If we want to find the data volume named test-metadata-volume , we see that it is the vdd disk. Recently, IBM Cloud VPC introduced the metadata service. 2 root root 200 Apr 7 12:58. drwxr-xr-x.
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The Art of Lean Governance: Governance Metadata Management
The Data Administration Newsletter
NOVEMBER 15, 2022
Common themes were the growing importance of governance metadata, especially in the areas of business value, success measurement and reduction in operational and data risk. The future lies in metadata management. Governance metadata management […].
Why Metadata Is a Critical Asset for Storage and IT Managers
Dataversity
MAY 12, 2023
Metadata, or data that describes data, delivers many benefits for storage and IT managers. Yet metadata is complex, vast, and distributed across hybrid cloud infrastructure. We live in a data-driven economy, but what lies beneath the data is hidden gold.
What is Active Metadata & Why it Matters: Key Insights from Gartner’s Market Guide
Alation
MARCH 2, 2023
Analysis, however, requires enterprises to find and collect metadata. In fact, Gartner’s “Market Guide for Active Metadata Management” points to “ active metadata management ” as the key to continuous data analysis – which supports smarter human usage and more valuable insights. What Is Active Metadata Management?
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The Importance of Managing Your Metadata
Dataversity
AUGUST 26, 2022
The post The Importance of Managing Your Metadata appeared first on DATAVERSITY. But like any complex system, the architectures that utilize big data must be carefully managed and supported to produce optimal outcomes. One of the chief obstacles in this continual […].
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What is Metadata and why is it as important as the data itself?
Dataconomy
DECEMBER 26, 2016
You may have heard the term before, and may have asked yourself either “what is metadata” or “why is it as important as data?” Metadata can. The post What is Metadata and why is it as important as the data itself? This article will be an attempt to clear up those two subjects. appeared first on Dataconomy.
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An Introduction to Metadata Management
Dataversity
DECEMBER 16, 2020
The post An Introduction to Metadata Management appeared first on DATAVERSITY. According to IDC, the size of the global datasphere is projected to reach 163 ZB by 2025, leading to the disparate data sources in legacy systems, new system deployments, and the creation of data lakes and data warehouses.
Metadata-Driven Data Warehouses are Ideal
The Data Administration Newsletter
APRIL 6, 2021
A metadata-driven data warehouse (MDW) offers a modern approach that is designed to make EDW development much more simplified and faster. It makes use of metadata (data about your data) as its foundation and combines data modeling and ETL functionalities to build data warehouses.
Enhancing Data Fabric with SQL Asset Type in IBM Knowledge Catalog
IBM Data Science in Practice
APRIL 26, 2024
At the heart of this architecture lies the IBM Knowledge Catalog , empowering enterprises with intelligent metadata management capabilities. 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.
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The Evolution of Metadata Platforms vs. Data Platforms
Dataversity
DECEMBER 14, 2021
Watching closely the evolution of metadata platforms (later rechristened as Data Governance platforms due to their focus), as somebody who has implemented and built Data Governance solutions on top of these platforms, I see a significant evolution in their architecture as well as the use cases they support.
Book Metadata and Cover Retrieval Using OCR and Google Books API
KDnuggets
NOVEMBER 17, 2021
With KNIME extracting critical pieces of information from images becomes as easy as ABC.
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Metadata Improves Security, Quality, and Transparency
The Data Administration Newsletter
JULY 20, 2021
How does Spotify win against a competitor like Apple? They use data better. Using machine learning and AI, Spotify creates value for their users by providing a more personalized experience.
Where Do Data Catalogs Fit in Metadata Management?
Alation
FEBRUARY 13, 2020
In an earlier blog, I defined a data catalog as “a collection of metadata, combined with data management and search tools, that helps analysts and other data users to find the data that they need, serves as an inventory of available data, and provides information to evaluate fitness data for intended uses.”.
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What Cyber Criminals Can Do With Your Metadata
Smart Data Collective
APRIL 10, 2019
When that happens, tens of thousands of people are put at risk for identity theft when their metadata is stolen. What is metadata and how is it used? What Metadata Contains. Metadata is basically a trail of data that is spread out across a network. Why a Cyber-Criminal Steals Metadata.
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Gartner Magic Quadrant for Metadata Management Includes Alation
Alation
FEBRUARY 20, 2020
Gartner predicts that “By 2020, 50% of information governance initiatives will be enacted with policies based on metadata alone.”. Magic Quadrant for Metadata Management Solutions , Guido de Simoni and Roxane Edjlali, August 10, 2017. Metadata management no longer refers to a static technical repository. – Gartner, Inc.,
Metadata is the Magic Behind Data Fabric
The Data Administration Newsletter
MAY 31, 2022
The main goal of creating an enterprise data fabric is not new. It is the ability to deliver the right data at the right time, in the right shape, and to the right data consumer, irrespective of how and where it is stored. Data fabric is the common “net” that stitches integrated data from multiple data […].
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Ten Use Cases to Enable an Organization with Metadata and Catalogs
Dataversity
FEBRUARY 19, 2021
The post Ten Use Cases to Enable an Organization with Metadata and Catalogs appeared first on DATAVERSITY. However, as the tool-stack in most organizations is getting modernized, so is the variety of […].
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A New Approach to Integrate Metadata and Ease Daily Data Operations
Dataversity
AUGUST 17, 2021
The post A New Approach to Integrate Metadata and Ease Daily Data Operations appeared first on DATAVERSITY. The tool-stack needs to be managed along with the data that is either stored or processed by them. As we manage this disparate data actively, self-service business intelligence is possible. Further, this ideal state […].
The Future of Data Lineage and the Role of Metadata
Alation
AUGUST 18, 2022
Active metadata will play a critical role in automating such updates as they arise. If a language can include metadata in the form of comments (and they all can) then markup can be inserted. The post The Future of Data Lineage and the Role of Metadata appeared first on Alation. Why Focus on Lineage? Subscribe to Alation's Blog.
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The Pentagon Tried to Hide That It Bought Americans' Data Without a Warrant
Hacker News
JANUARY 26, 2024
US spy agencies purchased Americans' phone location data and internet metadata without a warrant but only admitted it after a US senator blocked the appointment of a new NSA director.
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Gartner Names Alation a Leader in Metadata Management
Alation
NOVEMBER 19, 2020
The post Gartner Names Alation a Leader in Metadata Management appeared first on Alation.
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Gartner Names Alation a Leader in Metadata Management
Alation
NOVEMBER 19, 2020
The post Gartner Names Alation a Leader in Metadata Management appeared first on Alation.
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Book Metadata and Cover Retrieval Using OCR and Google Books API
KDnuggets
NOVEMBER 17, 2021
With KNIME extracting critical pieces of information from images becomes as easy as ABC.
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YouTube Oddities
Hacker News
FEBRUARY 14, 2024
A quick way to gather all the metadata about a video, playlist, or channel from the YouTube API. YouTube Oddities · mattwright324/youtube-metadata Wiki
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Move Microsoft Graph metadata to Azure Data Explorer using pandas dataframe
Mlearning.ai
JANUARY 28, 2023
Submission Suggestions Move Microsoft Graph metadata to Azure Data Explorer using pandas dataframe was originally published in MLearning.ai on Medium, where people are continuing the conversation by highlighting and responding to this story.
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Show HN: Get your entire ChatGPT history, in Markdown files
Hacker News
SEPTEMBER 24, 2023
A Python script to effortlessly extract and format your ChatGPT conversations data export from JSON files to a well-structured markdown files, with YAML metadata headers.
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