Ontotext

MARCH 13, 2024

We achieve this by quality tagging during content publishing via graph-based entity linking. For efficient knowledge discovery , we have to identify information sources efficiently. Let’s open a document about making GraphDB available on the Amazon Web Services Marketplace.

Marketing 72

Marketing Knowledge Discovery Metadata Data-driven 72

Dataiku

MARCH 25, 2024

This text information includes tags, attributes, captions. Here is a diagram of the LENS functioning: LENS for open ended visual question answering. IDEFICS, released by Hugging Face, marks the first open-access visual language model at the 80B scale.

Visualization 132

Visualization Modeling Experimentation Testing 132

Smart Data Collective

AUGUST 25, 2021

Image source. Image Tagging. Like visual search, image tagging also uses visual recognition technology. If you click one of the labels, the platform will direct you to visually similar results under that tag. Image tagging offers quick and relevant search results to users. Image source.

Visualization 132

Visualization Sales Marketing Technology 132

AWS Big Data

OCTOBER 25, 2023

The time series data often contains logs or telemetry data from various sources with different values and needs. That is, logs from some sources need to be available in a hot storage tier longer, whereas logs from other sources can tolerate a delay in querying and other requirements. wait_period: "60s" condition: '/action !

Analytics 119

Analytics Data Processing Optimization Metrics 119

Cloudera

MARCH 4, 2024

This will allow a data office to implement access policies over metadata management assets like tags or classifications, business glossaries, and data catalog entities, laying the foundation for comprehensive data access control. View and access entities that are classified with tags related to “finance.”

Metadata 52

Metadata Data Governance Management Finance 52

AWS Big Data

JANUARY 31, 2023

The second method uses LF-Tags, where users can create and associate LF-Tags to databases and tables and grant permission to IAM principals using LF-Tag policies and expressions. With this new version, Lake Formation users can share catalog resources using LF-Tags at the AWS Organizations level.

Data Lake 80

Data Lake Data Governance Data Architecture Machine Learning 80

Ontotext

FEBRUARY 1, 2024

When our auto-categorization engine, Graphite Knowledge Studio, tags content with metadata derived from taxonomies, we also capture and store this content metadata inside the knowledge graph, thereby linking concepts to the content they describe. What do we mean by content aware knowledge graphs?

Enterprise 59

Enterprise Management Metadata Modeling 59

AWS Big Data

APRIL 10, 2024

and zero-ETL support) as the source, and a Redshift data warehouse as the target. The integration replicates data from the source database into the target data warehouse. Configure the Aurora PostgreSQL source with a customized DB cluster parameter group. For DB cluster identifier , enter zero-etl-source-pg.

Data Warehouse 90

Data Warehouse Analytics Metrics Snapshot 90

CIO Business Intelligence

JUNE 20, 2023

Basic accessibility tools like screen readers and tagging technology have existed for years, but bridging the digital accessibility gap has continued to be a manual, time-consuming process requiring extensive training and experience.

Digital Transformation 52

Digital Transformation Testing Technology Publishing 52

Ontotext

APRIL 10, 2024

For example, a product data tag is basic metadata. Product tags have barcodes, with numbers and symbols. Semantic metadata opens the door to interconnecting data meaningfully, forging new experiences for data exploration and discovery, avoiding ambiguity, and improving findability.

Metadata 52

Metadata Data Lake Data Warehouse Data Quality 52

CIO Business Intelligence

SEPTEMBER 29, 2023

These skills include expertise in areas such as text preprocessing, tokenization, topic modeling, stop word removal, text classification, keyword extraction, speech tagging, sentiment analysis, text generation, emotion analysis, language modeling, and much more.

Deep Learning 143

Deep Learning Machine Learning Modeling Consulting 143

Cloudera

JUNE 26, 2023

So which open source pipeline tool is better, NiFi or Airflow? Use Nifi for ETL of streaming data, when real-time data processing is needed, or when data must flow from various sources rapidly and reliably. Over time, those practices lead to cluster and Impala instability.

Testing 76

Testing Data Processing Visualization Data Science 76

AWS Big Data

NOVEMBER 17, 2023

Snapshots – These implements type-2 slowly changing dimensions (SCDs) over mutable source tables. Tests – These are assertions you make about your models and other resources in your dbt project (such as sources, seeds, and snapshots). These SCDs identify how a row in a table changes over time.

Snapshot 89

Snapshot Data Processing Testing Data Warehouse 89

AWS Big Data

APRIL 3, 2024

We discuss how to visualize data quality scores in Amazon DataZone, enable AWS Glue Data Quality when creating a new Amazon DataZone data source, and enable data quality for an existing data asset. In this example, we use Amazon EMR Serverless in combination with the open source library Pydeequ to act as an external system for data quality.

Data Quality 87

Data Quality Visualization Metadata Metrics 87

erwin

JUNE 26, 2020

It’s no surprise that most organizations’ data is often fragmented and siloed across numerous sources (e.g., As illustrated above, a data catalog is essential to business users because it synthesizes all the details about an organization’s data assets across multiple data sources.

Metadata 132

Metadata Cost-Benefit Measurement Data-driven 132

AWS Big Data

AUGUST 16, 2023

Apache Iceberg is an open table format for large datasets in Amazon Simple Storage Service (Amazon S3) and provides fast query performance over large tables, atomic commits, concurrent writes, and SQL-compatible table evolution. Under Data source configuration , choose Add data source. For Data source , choose Iceberg.

Data Lake 77

Data Lake Metadata Snapshot Management 77

AWS Big Data

OCTOBER 30, 2023

The command runs a CodeBuild project that builds and pushes the Docker image with the latest tag to Amazon ECR. The command has a parameter called ParameterValue for each open-source framework (Apache Delta, Apache HUDI, and Apache Iceberg).

Cost-Benefit 119

Cost-Benefit Enterprise Data Processing Optimization 119

AWS Big Data

AUGUST 31, 2023

Create a data access policy The configuration defines a data source that looks up information about the context Terraform is currently running in. This data source is used when defining the data access policy. Thank you to all the open-source contributors who help maintain OpenSearch and Terraform.

Dashboards 102

Dashboards Management Software Analytics 102

AWS Big Data

APRIL 25, 2024

Apache Airflow is an open source tool used to programmatically author, schedule, and monitor sequences of processes and tasks, referred to as workflows. An AWS Glue environment, which contains the following: An AWS Glue crawler , which crawls the data from the S3 source bucket sample-inp-bucket-etl- in Account A.

Metadata 72

Metadata Data Processing Management Testing 72

AWS Big Data

JANUARY 17, 2024

With Amazon EMR 6.15, we launched AWS Lake Formation based fine-grained access controls (FGAC) on Open Table Formats (OTFs), including Apache Hudi, Apache Iceberg, and Delta lake. Transaction data lake use case Amazon EMR customers often use Open Table Formats to support their ACID transaction and time travel needs in a data lake.

Data Lake 91

Data Lake Snapshot Big Data Data-driven 91

erwin

DECEMBER 12, 2019

It’s generated every time data is captured at a source, accessed by users, moved through an organization, integrated or augmented with other data from other sources, profiled, cleansed and analyzed. erwin DI sits on a common metamodel that is open, extensible and comes with a full set of APIs. What Is Metadata?

Metadata 84

Metadata Data Governance Digital Transformation Data Quality 84

Cloudera

JANUARY 30, 2019

CDSW was designed precisely to resolve this common conflict, offering data science teams a modern, collaborative environment for rapid development using open tools and libraries, plus on-demand access to data and compute. What is CDSW? Directly access data stored anywhere, including secure HDP clusters and cloud object storage.

Data Science 72

Data Science Machine Learning Experimentation Cost-Benefit 72

Smart Data Collective

JULY 1, 2023

It involves human annotators using a tool to label images or tag relevant information. Blind review Implement blind review procedures where annotators do not know the correct answers or the source of the data. Open communication fosters a sense of teamwork and helps resolve issues promptly.

Metrics 62

Metrics Machine Learning Uncertainty Deep Learning 62

Cloudera

DECEMBER 21, 2020

The data is tagged as sensitive data, e.g. “financial”, and the owner field showing “retail banking” instantly informs Shaun which organization to reach out to to ask for access. For each table, she first views the lineage, to understand which source data is entailed and takes a quick look at the classifications and tags. .

Dashboards 97

Dashboards Visualization Data Warehouse Data Lake 97

AWS Big Data

APRIL 24, 2023

It allows you to access diverse data sources, build business intelligence dashboards, build AI and machine learning (ML) models to provide customized customer experiences, and accelerate the curation of new datasets for consumption by adopting a modern data architecture or data mesh architecture. Create input and output tables using Athena.

Data Lake 79

Data Lake Data Governance Cost-Benefit Machine Learning 79

Insight

MARCH 12, 2020

Using nothing more than a book’s synopsis, the AIgent can surface similar books, genre tags, and sales proxies. for example genre tags, ratings, and sales. For my purposes, the most interesting data on Goodreads comes in the form of genre/content tags. Likewise, it will help writers identify agents who are a good fit.

Modeling 59

Modeling Metadata Publishing Sales 59

Smart Data Collective

FEBRUARY 15, 2022

College professors, publishers, and other stakeholders could have difficulty identifying plagiarized content if it had not been taken from a popular source. Unfortunately, this means that people usually copy content from resources on the open Internet to create plagiarized academic papers. Most content is readily available online.

Machine Learning 113

Machine Learning Deep Learning Software Technology 113

Insight

MAY 20, 2020

Hadoop is one of the most mature and well-known open-source big data frameworks on the market. Sprung from the concepts described in a paper about a distributed file system created at Google and implementing the MapReduce algorithm made famous by Google, Hadoop was first released by the open-source community in 2006.

Interactive 98

Interactive Metadata Publishing IT 98

IBM Big Data Hub

APRIL 18, 2024

46% of survey respondents in 2024 showed a preference for open source models. While cost wasn’t the primary driver, it reflects a growing belief that the value generated by gen AI outweighs the price tag. Instead, they’re using retrieval augmented generation or fine-tuning open source models for their specific needs.

Cost-Benefit 88

Cost-Benefit Modeling Manufacturing Interactive 88

O'Reilly on Data

MAY 25, 2021

Open source projects such as EleutherAI have drawn inspiration from GPT-3. The prompt text can be sourced from trending hash-tags on Twitter along with additional context to sway the content to a particular position. An amazing feature of GPT-3 is its ability to generate source code. Prompt Engineering.

Modeling 346

Modeling Marketing Testing Machine Learning 346

AWS Big Data

MARCH 10, 2023

Apache Iceberg overview Iceberg is an open-source table format that brings the power of SQL tables to big data files. The first zone is the raw zone, where data can be captured from the source as is. Athena is a serverless, interactive analytics service built on open-source frameworks, supporting open-table and file formats.

Data Lake 100

Data Lake Sales Data Warehouse Snapshot 100

Alation

SEPTEMBER 9, 2021

The moment an individual opens an account, you’re asking them for information that needs to be protected, from name and address to social security number. Tagging data types. Or perhaps, your bank is looking to expand its reach by acquiring a smaller bank, or by opening a new branch. Incorporating automation. Profitability.

Data Governance 52

Data Governance Data Strategy Strategy Risk 52

datapine

SEPTEMBER 29, 2022

9) 3 Sources Of Low-Quality Data. by rule, by date, by source, etc.). Accuracy should be measured through source documentation (i.e., With emails, you might think that it’s no big deal, but your open rates and other metrics will be distorted based on your “dirty” list. 3 Sources Of Low-Quality Data. companies face.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

MARCH 30, 2023

With EMR on EKS, the Spark jobs run using the Amazon EMR runtime for Apache Spark, which increases the performance of your Spark jobs so that they run faster and cost less than open-source Apache Spark. Michael Gasch is a Senior Product Manager for AWS EventBridge, driving innovations in event-driven architectures.

Data-driven 71

Data-driven Metadata Testing Management 71

CIO Business Intelligence

FEBRUARY 14, 2024

The other problem is gen AI tools and users not seeing information that should be included because the metadata tagging and sensitivity labels haven’t been correctly applied to the data. Do you want to have an even more powerful search capability with AI in your data, and to be unsure about how you’ve organized that data?”

IT 143

IT Metadata Data-driven Management 143

Jet Global

JULY 2, 2019

Data warehouses do a great job of standardizing data from disparate sources for analysis. All sources of data within your enterprise are tributaries for your data lake, which will collect all of your data, regardless of form, function, size, or speed. Remember that data stream/river analogy earlier? Taking a Dip.

Data Lake 73

Data Lake Data Warehouse Big Data Machine Learning 73

erwin

DECEMBER 12, 2019

It’s generated every time data is captured at a source, accessed by users, moved through an organization, integrated or augmented with other data from other sources, profiled, cleansed and analyzed. erwin DI sits on a common metamodel that is open, extensible and comes with a full set of APIs. What Is Metadata?

Metadata 52

Metadata Data Governance Digital Transformation Data Quality 52