Cloudera

OCTOBER 15, 2021

With FSO, Apache Ozone guarantees atomic directory operations, and renaming or deleting a directory is a simple metadata operation even if the directory has a large set of sub-paths (directories/files) within it. Please refer to Apache Ozone documentation for more details regarding Apache Ozone’s atomicity guarantees.

Testing 86

Testing Measurement Optimization Metadata 86

IBM Big Data Hub

SEPTEMBER 20, 2022

It’s how top organizations improve customer interactions and accelerate time-to-market for goods and services. Often data scientists aren’t thrilled with the prospect of generating all the documentation necessary to meet ethical and regulatory standards. Processes that provide AI governance.

Metadata 57

Metadata Machine Learning Data-driven Modeling 57

AWS Big Data

FEBRUARY 24, 2023

Athena uses the AWS Glue Data Catalog to store and retrieve table metadata for the Amazon S3 data in Iceberg format. Athena interacts with the Data Catalog tables in Iceberg format for transactional queries required for GDPR. When the testing is correct, choose Send data. This creates an AWS Glue database for metadata storage.

Data Lake 80

Data Lake Metadata Testing Data Warehouse 80

AWS Big Data

NOVEMBER 29, 2023

The Eightfold Talent Intelligence Platform integrates with Amazon Redshift metadata security to implement visibility of data catalog listing of names of databases, schemas, tables, views, stored procedures, and functions in Amazon Redshift. This post discusses restricting listing of data catalog metadata as per the granted permissions.

Metadata 103

Metadata Data Warehouse Analytics Data Analytics 103

erwin

FEBRUARY 19, 2021

Metadata management is key to wringing all the value possible from data assets. What Is Metadata? Analyst firm Gartner defines metadata as “information that describes various facets of an information asset to improve its usability throughout its life cycle. It is metadata that turns information into an asset.”.

Metadata 110

Metadata Management Data Quality Cost-Benefit 110

Insight

MARCH 12, 2020

Data Collection The AIgent leverages book synopses and book metadata. To my knowledge, the most extensive repository of synopses and metadata is Goodreads. To collect these genre tags and other metadata, I took advantage of the well-documented Goodreads API. features) and metadata (i.e. 95 F1 scores across genres.

Modeling 59

Modeling Metadata Publishing Sales 59

Ontotext

JUNE 22, 2023

The long wait comes from the need for extensive testing in order to ensure that a drug is safe and efficient before it can be available to those who need it. On top of that, data is sometimes unreliable , and inaccurate or missing metadata makes it hard to decide which information to trust.

Metrics 52

Metrics Statistics Visualization Metadata 52

AWS Big Data

MARCH 13, 2024

The Data Catalog provides metadata that allows analytics applications using Athena to find, read, and process the location data stored in Amazon S3. You can test this solution yourself using the AWS Samples GitHub repository. Athena is used to run geospatial queries on the location data stored in the S3 buckets. Choose Run.

Analytics 94

Analytics IoT Metadata Internet of Things 94

AWS Big Data

NOVEMBER 16, 2023

Building a starter version of anything can often be straightforward, but building something with enterprise-grade scale, security, resiliency, and performance typically requires knowledge and adherence to battle-tested best practices, and using the right tools and features in the right scenario. Users interact with this layer.

Enterprise 83

Enterprise Data Warehouse Snapshot Cost-Benefit 83

Occam's Razor

APRIL 8, 2013

Sometimes, we escape the clutches of this sub optimal existence and do pick good metrics or engage in simple A/B testing. Testing out a new feature. If you have access to existing data, take some time to document what the current performance looks like. Identify, hypothesize, test, react. But it is not routine.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156

Domino Data Lab

APRIL 3, 2019

That’s a lot of priorities – especially when you group together closely related items such as data lineage and metadata management which rank nearby. They sold off most of the company later, retaining some of its IP, and are known to have kept copies of internal documents. Allows metadata repositories to share and exchange.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

O'Reilly on Data

JULY 25, 2023

Swift Papers felt like a well-scoped project to test how well AI handles a realistic yet manageable real-world programming task. To me, this is a huge benefit of a conversational interface like ChatGPT versus an IDE autocomplete interface like GitHub Copilot, which doesn’t leave a trace of its interaction history.

Consulting 246

Consulting Interactive Software IT 246

CIO Business Intelligence

AUGUST 15, 2023

A case summarization tool will spare agents in IT, HR, and customer service the hassle of writing up their interactions with clients, while a text-to-code function will make it easier to automate new processes using natural language to describe how they should work. Be patient, though: it won’t even enter beta testing until Q4 2023.

Software 95

Software Enterprise Sales Visualization 95

AWS Big Data

FEBRUARY 1, 2024

The Common Crawl corpus contains petabytes of data, regularly collected since 2008, and contains raw webpage data, metadata extracts, and text extracts. Set up Athena to run interactive SQL. In this section, we cover common ways to interact, filter, and process the Common Crawl dataset. Create an EMR Serverless environment.

Metadata 96

Metadata Modeling Data Processing Unstructured Data 96

IBM Big Data Hub

FEBRUARY 26, 2024

Download the Gartner® Market Guide for Active Metadata Management 1. With this expanded observability, incidents can be prevented in the design phase or identified in the implementation and testing phase to reduce maintenance costs and achieve higher productivity.

Cost-Benefit 100

Cost-Benefit Metadata Data Governance Reporting 100

Alation

APRIL 14, 2022

In today’s AI/ML-driven world of data analytics, explainability needs a repository just as much as those doing the explaining need access to metadata, EG, information about the data being used. Supports the ability to interact with the actual data and perform analysis on it. Automatic sampling to test transformation. Scheduling.

Metadata 59

Metadata Data Governance Modeling Data-driven 59

Cloudera

AUGUST 24, 2022

Apache Zeppelin is a popular open-source, web-based notebook editor used for interactive data analysis. Finally, we’ll add the image to a CML workspace and test to make sure Apache Zeppelin UI comes up in the session. These steps can be found in Adding New ML Runtime in Cloudera Documentation. Click on +Add Runtime. Next Steps.

Machine Learning 79

Machine Learning Metadata Testing Data Science 79

AWS Big Data

JULY 26, 2023

Using augmented ML search and generative AI with vector embeddings Organizations across all verticals are rapidly adopting generative AI for its ability to handle vast datasets, generate automated content, and provide interactive, human-like responses. After the collection is successfully created, you can create the vector index.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

AWS Big Data

JUNE 13, 2023

Download the SAML metadata file. In the navigation pane under Clients , import the SAML metadata file. Download the Keycloak IdP SAML metadata file from that URL location. For Metadata document , upload the Keycloak IdP SAML metadata XML file you downloaded and saved to your local machine earlier.

Metadata 52

Metadata Dashboards Business Intelligence Management 52

CIO Business Intelligence

APRIL 7, 2022

More recently, they’ve been exploring the use of interactive chatbots to check the pulse of employee sentiment at work. KPMG, for example, built its first interactive chatbot in 2016. Prior to the pandemic, new hires would read documentation, watch videos, and then sit in a classroom.

Consulting 138

Consulting Management Interactive Metadata 138

Ontotext

FEBRUARY 23, 2023

The engines must facilitate the advanced data integration and metadata data management scenarios where an EKG is used for data fabrics or otherwise serves as a data hub between diverse data and content management systems. GraphDB officially passed SNB’s Interactive Workload at scale factor 30 (SF30) – a graph of 1.5

Metadata 52

Metadata Publishing Optimization Testing 52

Alation

OCTOBER 12, 2022

This method differs from traditional business analysis in that it normally will include hypothesis testing around a single research question; by contrast,the traditional business approach focuses on reviewing outcomes and prescribing actions or new questions. For a refresher on hypothesis testing, this cuemath summary is very helpful.).

Statistics 52

Statistics Sales Testing Marketing 52

AWS Big Data

NOVEMBER 15, 2023

To compare the performance of the enrichment patterns, we ran performance testing based on synthetic data. The result of this test is useful as a general reference. Apache Flink is a distributed computation framework that allows for stateful real-time data processing. Only synchronous implementation as of Flink 1.17

Testing 88

Testing Optimization Management Metadata 88

IBM Big Data Hub

APRIL 11, 2024

For instance, it is increasingly advisable to provide transparency to end users about the presence and use of any AI they are interacting with. .” Across industries and sectors, some common regulatory themes are emerging. Step 2: Have the government agency that is establishing the policy act as judge for the event.

Risk 78

Risk Consulting Modeling Data Processing 78

Domino Data Lab

JULY 2, 2019

In other words, using metadata about data science work to generate code. One of the longer-term trends that we’re seeing with Airflow , and so on, is to externalize graph-based metadata and leverage it beyond the lifecycle of a single SQL query, making our workflows smarter and more robust. BTW, videos for Rev2 are up: [link].

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

AWS Big Data

NOVEMBER 15, 2023

To compare the performance of the enrichment patterns, we ran performance testing based on synthetic data. The result of this test is useful as a general reference. Apache Flink is a distributed computation framework that allows for stateful real-time data processing. Only synchronous implementation as of Flink 1.17

Testing 52

Testing Optimization Management Metadata 52

Cloudera

NOVEMBER 23, 2021

Atlas provides open metadata management and governance capabilities to build a catalog of all assets, and also classify and govern these assets. Using Phoenix, you can create and interact with tables in the form of typical DDL/DML statements using the standard JDBC API, ODBC, Phoenix DB API. Phoenix provides: SQL and JDBC API support.

Metadata 87

Metadata Data-driven Modeling Big Data 87

Cloudera

NOVEMBER 13, 2020

Metadata Caching. If you have ever interacted with Impala in the past you would have encountered the Catalog Cache Service. As Impala’s adoption grew the catalog service started to experience these growing pains, therefore recently we introduced two new features to alleviate the stress, On-demand Metadata and Zero Touch Metadata.

Optimization 142

Optimization Metadata Statistics Cost-Benefit 142

IBM Big Data Hub

JULY 17, 2023

These encoder-only architecture models are fast and effective for many enterprise NLP tasks, such as classifying customer feedback and extracting information from large documents. How you can get started today Test out watsonx.ai These Slate models are fine-tuned via Jupyter notebooks and APIs. To bridge the tuning gap, watsonx.ai

Machine Learning 67

Machine Learning Data Warehouse Modeling Cost-Benefit 67

Sisense

AUGUST 21, 2020

This can turn the problem definition environment to multidimensional and learn from the user interaction with the system to personalize and match the results. My take: Decision-making automation requires a lot of steps: First you document the process, then configure it based on the result, then automate the possible parts.

Analytics 112

Analytics Machine Learning Dashboards Visualization 112

Alation

JANUARY 17, 2023

Great data science tools will assist data scientists and citizen data scientists in testing and training datasets for developing models, and ultimately for deploying them. These provide interactive visualizations that multiple stakeholders can use. You can also create documentation or video tutorials.

Data Warehouse 52

Data Warehouse Cost-Benefit Data Transformation Data Science 52

Domino Data Lab

AUGUST 8, 2019

The second rule of Foo Camp concerns a practice called “FrieNDA” where people speak candidly and others respect that without either (1) “Oh gosh I must live tweet stream this amazing insight” or (2) anybody having to sign legal documents. The gist is, leveraging metadata about research datasets, projects, publications, etc.,

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Grooper

OCTOBER 23, 2019

I get to interact with a lot of companies who are on the leading edge of brilliant use-cases for innovating processes and workflows with data. A healthy system includes a documented plan for how decisions are made regarding your organization’s data. Want to test your governance level? Want to know what makes them successful?

Metrics 59

Metrics Measurement Strategy Optimization 59

AWS Big Data

NOVEMBER 29, 2023

dbt lets data engineers quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, continuous integration and continuous delivery (CI/CD), and documentation. The following diagram illustrates the architecture.

Data Lake 102

Data Lake Management Metrics Data Warehouse 102

Cloudera

OCTOBER 7, 2021

Data and Metadata: Data inputs and data outputs produced based on the application logic. Also included, business and technical metadata, related to both data inputs / data outputs, that enable data discovery and achieving cross-organizational consensus on the definitions of data assets.

Metadata 122

Metadata Cost-Benefit Enterprise Interactive 122

AWS Big Data

AUGUST 14, 2023

Earlier in their lifecycle, data products may be measured by alternative metrics, including adoption (number of consumers) and level of activity (releases, interaction with consumers, and so on). Service Validation and Testing X X. Examples may include associated revenue, savings, or reductions in operational losses.

Management 76

Management Risk Measurement Optimization 76

Jet Global

FEBRUARY 23, 2024

Business applications use metadata and semantic rules to ensure seamless data transfer without loss. This ensures that customer data is consistent, accurate, and accessible in a centralized location, enabling a comprehensive view of customer interactions. Finally, test and automate your data mapping process.

Data Warehouse 52

Data Warehouse Reporting Data Transformation Sales 52