AWS Big Data

DECEMBER 16, 2024

With the ability to browse metadata, you can understand the structure and schema of the data source, identify relevant tables and fields, and discover useful data assets you may not be aware of. Next, you will query the data in this table using SageMaker Unified Studios SQL query book feature. This step will open a new SQL query book.

Visualization 95

Visualization Data Processing Testing Publishing 95

O'Reilly on Data

MARCH 22, 2019

But as Helen Nissenbaum argues in her book Privacy in Context , those flows result in changes in context, and when data changes context, the issues quickly become troublesome. Don’t misconstrue this as an argument against the flow of data. Data flows, and data becomes more valuable to all of us as a result of those flows.

Metadata 275

Metadata Advertising Insurance Modeling 275

O'Reilly on Data

DECEMBER 12, 2023

But reading texts has been part of the human learning process as long as reading has existed; and, while we pay to buy books, we don’t pay to learn from them. Any of these prompts might generate book sales—but whether or not sales result, they will have expanded my knowledge. In the future, AIs may be included among those ghostwriters.

Modeling 335

Modeling Sales Software Statistics 335

erwin

JUNE 26, 2020

Organizations with particularly deep data stores might need a data catalog with advanced capabilities, such as automated metadata harvesting to speed up the data preparation process. Three Types of Metadata in a Data Catalog. The metadata provides information about the asset that makes it easier to locate, understand and evaluate.

Metadata 132

Metadata Cost-Benefit Measurement Data-driven 132

Jim Harris

MAY 5, 2017

Spelling, pronunciation, and examples of usage are included in the dictionary definition of a word, which is a good example of one of the many uses of metadata, namely to provide a definition, description, and context for data. In practice, I haven’t encountered a metadata dictionary that could deliver on that promise.

Metadata 61

Metadata Publishing Management IT 61

CIO Business Intelligence

JANUARY 9, 2025

Content management systems: Content editors can search for assets or content using descriptive language without relying on extensive tagging or metadata. While this may seem considerable, it can quickly become a bottleneck when dealing with input sets such as books or long videos. Pro can process up to 2,000,000 tokens.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

Octopai

APRIL 19, 2021

Aptly named, metadata management is the process in which BI and Analytics teams manage metadata, which is the data that describes other data. In other words, data is the context and metadata is the content. Without metadata, BI teams are unable to understand the data’s full story. Donna Burbank.

Metadata 59

Metadata Management Business Intelligence Data Governance 59

AWS Big Data

OCTOBER 25, 2023

Solution overview Data and metadata discovery is one of the primary requirements in data analytics, where data consumers explore what data is available and in what format, and then consume or query it for analysis. But in the case of unstructured data, metadata discovery is challenging because the raw data isn’t easily readable.

Unstructured Data 133

Unstructured Data Metadata Management Analytics 133

TDAN

DECEMBER 31, 2019

In a 1971 book titled, “Silent Messages,” by Albert Mehrabian, the combination of non-verbal and spoken words is referred to as the 7%-38%-55% rule (source). The Nonverbal Dilemma Nonverbal communication is composed of body gestures and vocal inflections. The words you speak are a small fraction of communication. Think of it this way.

Metadata 59

Metadata IT Data Governance Business Intelligence 59

AWS Big Data

FEBRUARY 26, 2025

S3 Tables integration with the AWS Glue Data Catalog is in preview, allowing you to stream, query, and visualize dataincluding Amazon S3 Metadata tablesusing AWS analytics services such as Amazon Data Firehose , Amazon Athena , Amazon Redshift, Amazon EMR, and Amazon QuickSight. connection testing, metadata retrieval, and data preview.

Analytics 62

Analytics Data Lake Metadata Data Warehouse 62

David Menninger's Analyst Perspectives

MAY 8, 2025

However, the company also reported net new cloud bookings below expectations, which Informatica attributed to higher-than-expected on-premises maintenance bookings and self-managed migrations to the cloud. Informatica reported total revenue up 2.8% billion, the majority of which ($1.1 billion) came from subscription revenue.

Data Quality 130

Data Quality Data Governance Data Integration Software 130

TDAN

JUNE 30, 2020

However, I had recently read the book, The Data Catalog: Sherlock Holmes Data Sleuthing for Analytics by […]. About a week ago, I was teaching a data modeling class, and an attendee asked me to explain the concept of a data catalog. Like a lot of hype-related terms in IT, there is more than one definition.

Modeling 52

Modeling Analytics Data Architecture IT 52

TDAN

JULY 6, 2021

Larry Burns’ latest book, Data Model Storytelling, is all about maximizing the value of data modeling and keeping data models (and data modelers) relevant. Larry Burns is an employee for a large US manufacturer.

Modeling 52

Modeling Manufacturing Metadata Management 52

TDAN

JANUARY 5, 2021

Cataloging items has been a process used since the early 1900s to manage large inventories, whether it be books or antics. In this age, data management has become a necessary routine. Organizations have started to uncover large sets of data in the form of Assets typically used for analysis and decision making.

Metadata 52

Metadata Management IT Data Governance 52

Octopai

FEBRUARY 26, 2025

This is the first event Octopai and Cloudera join forces to bring to the market the only true hybrid platform for data, analytics, and AI as well as the best-in-class data lineage and metadata management platform. If you are attending the event, visit us and learn more about how Cloudera and Octopai are leading the data management revolution.

Data Analytics 52

Data Analytics Analytics Metadata Marketing 52

TDAN

APRIL 4, 2023

Why would Technics Publications publish a book outside its specialty of data management? We published Graham Witt’s Technical Writing for Quality for two reasons. First, Graham is a world-renowned data modeler and the author of Data Modeling for Quality, and therefore many of his examples are in the field of data management.

Publishing 52

Publishing Management Modeling Data Architecture 52

Ontotext

JULY 29, 2021

KGs bring the Semantic Web paradigm to the enterprises, by introducing semantic metadata to drive data management and content management to new levels of efficiency and breaking silos to let them synergize with various forms of knowledge management. The richness of RDF is expressive enough to be able to put them together and work together.

Enterprise 124

Enterprise Metadata Knowledge Discovery Management 124

TDAN

JULY 4, 2023

From Bob Seiner’s first book, Non-Invasive Data Governance, we learned how to get the benefits of data governance without making major changes to our job roles or functions. We avoid the “command and control” approaches and still have people responsible for the organization’s data without reorgs or undue employee stress.

Data Governance 52

Data Governance Metadata Data Strategy Strategy 52

Occam's Razor

APRIL 8, 2013

This thought was in my mind as I was reading Lean Analytics a new book by my friend Alistair Croll and his collaborator Benjamin Yoskovitz. They preserve almost all original intent, but if you read the book, or see the cycle elsewhere, please don''t be surprised to see a slightly different version. KPI: Property bookings.

Metrics 157

Metrics KPI Analytics Key Performance Indicator 157

O'Reilly on Data

MARCH 23, 2023

It has helped to write a book. But Transformers have some other important advantages: Transformers don’t require training data to be labeled; that is, you don’t need metadata that specifies what each sentence in the training data means. And some of these things are mind blowing.

IT 348

IT Modeling Testing Risk 348

AWS Big Data

OCTOBER 30, 2024

Because a CDC file can contain data for multiple tables, the job loops over the tables in a file and loads the table metadata from the source table ( RDS column names). Anoop loves to travel and enjoys reading books in the crime fiction and financial domains. Sreenivas Nettem is a Lead Database Consultant at AWS Professional Services.

Data Lake 105

Data Lake Data Processing Optimization Machine Learning 105

AWS Big Data

SEPTEMBER 13, 2023

Use case overview AnyCompany Travel and Hospitality wanted to build a data processing framework to seamlessly ingest and process data coming from operational databases (used by reservation and booking systems) in a data lake before applying machine learning (ML) techniques to provide a personalized experience to its users.

Data Lake 111

Data Lake Data Processing Metadata Snapshot 111

CIO Business Intelligence

DECEMBER 16, 2022

These included metadata design and development, quantitative analysis, regression analysis, continuous integration, data analytics, data strategy, identity and access management, machine learning, natural language processing, and more.

Testing 98

Testing Metadata Data Processing Machine Learning 98

Ontotext

DECEMBER 7, 2023

For example, a book can simultaneously belong to “Books about Africa”, “Bestseller”, “Books by Italian authors”, “Books for kids”, etc. Developed and standardized by the World Wide Web Consortium (W3C), it provides a powerful and expressive framework for representing data and metadata. They are not software.

Metadata 64

Metadata Modeling Software Statistics 64

TDAN

JULY 5, 2022

Bounded Contexts / Ubiquitous Language My new book, Data Model Storytelling,[i] contains a section describing some of the most significant challenges data modelers and other Data professionals face. One of these challenges is the increasing popularity of an approach to application development called Domain-Driven Development (DDD).

Data-driven 102

Data-driven Modeling Data Architecture IT 102

AWS Big Data

SEPTEMBER 12, 2024

These embeddings, along with metadata such as the document ID and page number, are stored in OpenSearch Service. The graph model was designed to minimize the number of hops required to navigate from one entity to another, and we improved its performance by avoiding the storage of bulky metadata.

Unstructured Data 111

Unstructured Data Metadata Machine Learning Consulting 111

AWS Big Data

JUNE 18, 2024

To enable multimodal search across text, images, and combinations of the two, you generate embeddings for both text-based image metadata and the image itself. Each product contains metadata including the ID, current stock, name, category, style, description, price, image URL, and gender affinity of the product.

Dashboards 119

Dashboards Metadata Modeling Visualization 119

IBM Big Data Hub

DECEMBER 16, 2022

You have a specific book in mind, but you have no idea where to find it. You enter the title of the book into the computer and the library’s digital inventory system tells you the exact section and aisle where the book is located. It uses metadata and data management tools to organize all data assets within your organization.

Metadata 52

Metadata Data Quality Data-driven Data Governance 52

Alation

MAY 24, 2022

Additionally, a set of key features will accelerate data governance and simplify the security of sensitive metadata. To harness the relationship between data quality and data governance, Alation is investing in accelerating governance capabilities and simplifying the security of sensitive metadata. Book a demo today.

Data Quality 98

Data Quality Data Governance Metadata Metrics 98

IBM Big Data Hub

MAY 9, 2023

The resulting automation drives scalability and accountability by capturing model development time and metadata, offering post-deployment model monitoring, and allowing for customized workflows. Read the AI governance e-book The post Bring light to the black box appeared first on IBM Blog.

Metadata 71

Metadata Risk Experimentation Dashboards 71

AWS Big Data

SEPTEMBER 29, 2023

To analyze XML files stored in Amazon S3 using AWS Glue and Athena, we complete the following high-level steps: Create an AWS Glue crawler to extract XML metadata and create a table in the AWS Glue Data Catalog. We use the AWS Glue crawler to extract XML file metadata. We also use a custom XML classifier in this solution.

Metadata 72

Metadata Visualization Data-driven Optimization 72

AWS Big Data

NOVEMBER 22, 2023

The workflow consists of the following high level steps: Cataloging the Amazon S3 Bucket: Utilize AWS Glue Crawler to crawl the designated Amazon S3 bucket, extracting metadata, and seamlessly storing it in the AWS Glue data catalog. Notably, Navnit Shukla is the accomplished author of the book titled Data Wrangling on AWS.

Statistics 131

Statistics Data Lake Optimization Data-driven 131

AWS Big Data

APRIL 26, 2023

Having an accurate and up-to-date inventory of all technical assets helps an organization ensure it can keep track of all its resources with metadata information such as their assigned oners, last updated date, used by whom, how frequently and more. This is a guest blog post co-written with Corey Johnson from Huron.

Metadata 52

Metadata Dashboards Visualization Consulting 52

IBM Big Data Hub

APRIL 20, 2023

Read this e-book on building strong governance foundations Why automated data lineage is crucial for success Data lineage , the process of tracking the flow of data over time from origin to destination within a data pipeline, is essential to understand the full lifecycle of data and ensure regulatory compliance.

Risk 68

Risk Risk Management Reporting Metadata 68

Alation

MARCH 14, 2023

All critical data elements (CDEs) should be collated and inventoried with relevant metadata, then classified into relevant categories and curated as we further define below. Store Where individual departments have their own databases for metadata management, data will be siloed, meaning it can’t be shared and used business-wide.

Data Strategy 52

Data Strategy Strategy Metadata Data Quality 52

IBM Big Data Hub

JANUARY 8, 2024

With digitization adopted by law firms and court systems, a trove of data in the form of court opinions, statutes, regulations, books, practice guides, law reviews, legal white papers and news reports are available to be used to train both traditional and generative AI foundation models by judicial agencies.

Management 81

Management IT Metadata Digital Transformation 81

AWS Big Data

APRIL 19, 2023

In this post, we showed how an organization can augment a data catalog with additional metadata by using ML and Neptune with an automated process. Mike is the author of two books and numerous articles. This solution solves the interoperability and linkage problem for data products. His Amazon author page

Technology 105

Technology Data-driven Machine Learning Sales 105