AWS Big Data

JANUARY 9, 2024

Now users seek methods that allow them to get even more relevant results through semantic understanding or even search through image visual similarities instead of textual search of metadata. The ML model that powers this experience is able to associate semantics and visual characteristics.

Cost-Benefit 92

Cost-Benefit Visualization Modeling Machine Learning 92

Ontotext

SEPTEMBER 15, 2020

This means the creation of reusable data services, machine-readable semantic metadata and APIs that ensure the integration and orchestration of data across the organization and with third-party external data. This means having the ability to define and relate all types of metadata. Make it easy to maintain and evolve your data fabric.

Metadata 69

Metadata Knowledge Discovery Data Quality Strategy 69

datapine

SEPTEMBER 29, 2022

As quality issues are often highlighted with the use of dashboard software , the change manager plays an important role in the visualization of data quality. It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. 2 – Data profiling.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Octopai

AUGUST 30, 2020

Manually add objects and or links to represent metadata that wasn’t included in the extraction and document descriptions for user visualization. Azure SSIS (PaaS) – Extraction of SSIS hosted by Azure Data Factory. We call this feature: Expand. Collapse irrelevant results allowing users to focus on the task at hand.

OLAP 58

OLAP Metadata Visualization Data Processing 58

Cloudera

SEPTEMBER 29, 2022

The data product is not just the data itself, but a bunch of metadata that surrounds it — the simple stuff like schema is a given. It is also agnostic to where the different domains are hosted. This team or domain expert will be responsible for the data produced by the team. The data itself is then treated as a product.

Data Architecture 74

Data Architecture Metadata Data Warehouse Sales 74

Octopai

JANUARY 31, 2021

The host is Tobias Macey, an engineer with many years of experience. The particular episode we recommend looks at how WeWork struggled with understanding their data lineage so they created a metadata repository to increase visibility. Currently, he is in charge of the Technical Operations team at MIT Open Learning. Agile Data.

Data Governance 57

Data Governance Data Processing Data Quality Metadata 57

Octopai

NOVEMBER 24, 2021

If I’m a dinner host extraordinaire and actually use both sets of china, the extra resources spent moving the second one are a necessary investment. With a clear visual inventory of what you have, you can make informed decisions about what needs to be transferred to Amazon Redshift and what doesn’t. Here’s how: Simpler migration.

Data Warehouse 73

Data Warehouse Metadata Data Processing Reporting 73

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. Visual layouts in some screenshots in this post may look different than those on your AWS Management Console. Choose Run. You’re now ready to query the tables using Athena.

Analytics 94

Analytics IoT Metadata Internet of Things 94

AWS Big Data

JUNE 7, 2023

This data needs to be ingested into a data lake, transformed, and made available for analytics, machine learning (ML), and visualization. To share the datasets, they needed a way to share access to the data and access to catalog metadata in the form of tables and views. The target accounts read data from the source account S3 buckets.

Metadata 55

Metadata Data Lake Machine Learning Big Data 55

AWS Big Data

APRIL 25, 2023

AnyCompany’s marketing team hosted an event at the Anaheim Convention Center, CA. AWS Step Functions is a visual workflow service that helps developers use AWS services to build distributed applications, automate processes, orchestrate microservices, and create data and machine learning (ML) pipelines. Let’s take an example.

Sales 72

Sales Visualization Software Marketing 72

AWS Big Data

NOVEMBER 16, 2023

Through Amazon Redshift in-memory result set caching and compilation caching, workloads ranging from dashboarding to visualization to business intelligence (BI) that run repeat queries experience a significant performance boost. Chargeback metadata Amazon Redshift provides different pricing models to cater to different customer needs.

Enterprise 84

Enterprise Data Warehouse Snapshot Cost-Benefit 84

AWS Big Data

OCTOBER 11, 2023

The second streaming data source constitutes metadata information about the call center organization and agents that gets refreshed throughout the day. The near-real-time insights can then be visualized as a performance dashboard using OpenSearch Dashboards. client("s3") S3_BUCKET = ' ' kinesis_client = boto3.client("kinesis")

Management 104

Management Metadata Analytics Dashboards 104

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. Allows metadata repositories to share and exchange. Adds governance, discovery, and access frameworks for automating the collection, management, and use of metadata.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Cloudera

SEPTEMBER 1, 2020

With HDFS, Solr servers are essentially stateless, so host failures have minimal consequences. The application provides support for the Solr standard query language and visualization of faceted search functionality. Coordinates distribution of data and metadata, also known as shards. It is under reconstruction at the moment.

Snapshot 70

Snapshot Unstructured Data Dashboards Interactive 70

AWS Big Data

DECEMBER 18, 2023

AWS Step Functions is a fully managed visual workflow service that enables you to build complex data processing pipelines involving a diverse set of extract, transform, and load (ETL) technologies such as AWS Glue , Amazon EMR , and Amazon Redshift. Amazon S3 hosts the metadata of all the tables as a.csv file.

Metadata 120

Metadata Visualization Data Lake Data-driven 120

IBM Big Data Hub

MARCH 29, 2024

Benefits of OpenTelemetry The OpenTelemetry protocol (OTLP) simplifies observability by collecting telemetry data, like metrics, logs and traces, without changing code or metadata. Once integrated with a host, Prometheus gathers application metrics that are related to dedicated functions that DevOps teams want to monitor.

Metrics 79

Metrics Visualization Measurement Optimization 79

IBM Big Data Hub

FEBRUARY 26, 2024

Download the Gartner® Market Guide for Active Metadata Management 1. Data lineage helps you answer these questions by creating highly detailed visualizations of your data flows. Efficient cloud migrations McKinsey predicts that $8 out of every $10 for IT hosting will go toward the cloud by 2024.

Cost-Benefit 97

Cost-Benefit Metadata Data Governance Reporting 97

AWS Big Data

MARCH 26, 2024

Profile aggregation – When you’ve uniquely identified a customer, you can build applications in Managed Service for Apache Flink to consolidate all their metadata, from name to interaction history. Strategize based on how your teams explore data, run analyses, wrangle data for downstream requirements, and visualize data at different levels.

Data Strategy 68

Data Strategy Strategy Data Warehouse Prescriptive Analytics 68

AWS Big Data

JUNE 19, 2023

OpenSearch Service is a fully managed and scalable log analytics framework that is used by customers to ingest, store, and visualize data. We also walk you through how to use a series of prebuilt visualizations to view events across multiple AWS data sources provided by Security Lake.

Publishing 85

Publishing Dashboards Visualization Management 85

AWS Big Data

AUGUST 28, 2023

An example is provided below ocsf-cuid-${/class_uid}-${/metadata/product/name}-${/class_name}-%{yyyy.MM.dd} Complete the following steps to install the index templates and dashboards for your data: Download the component_templates.zip and index_templates.zip files and unzip them on your local device. Set region as us-east-1.

Dashboards 52

Dashboards Visualization Metadata Management 52

Laminar Security

AUGUST 23, 2023

Unlike approaches tailored to securing cloud infrastructure, cloud data security follows and defends your sensitive data wherever it goes or resides—and regardless of type—whether structured, unstructured, managed, or self-hosted. This technology uses visualization to understand which entities have access to sensitive data.

Cost-Benefit 52

Cost-Benefit Risk Digital Transformation Strategy 52

IBM Big Data Hub

JULY 17, 2023

By supporting open-source frameworks and tools for code-based, automated and visual data science capabilities — all in a secure, trusted studio environment — we’re already seeing excitement from companies ready to use both foundation models and machine learning to accomplish key tasks.

Machine Learning 64

Machine Learning Data Warehouse Modeling Cost-Benefit 64

CIO Business Intelligence

JUNE 14, 2023

Admittedly, it’s still pretty difficult to visualize this difference. Here is how Cloudera visualizes and controls the data lifecycle. Analyze : Ingest, explore, find, access, analyze, and visualize data at any scale while delivering quick, easy self-service data analytics at the lowest cost. Let’s take it to space.

Unstructured Data 63

Unstructured Data IT Manufacturing Visualization 63

Ontotext

MAY 18, 2020

These tools will allow them to effectively and efficiently handle extremely large volumes of disparate data – digitized histopathology slides from the visual and textual content of patient’s records, medical publications, diagnoses, etc. The first type is metadata from images. Epilogue: Will your next doctor be a supercomputer?

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

Cloudera

AUGUST 16, 2021

Apache Nifi is a powerful tool to build data movement pipelines using a visual flow designer. Users access the CDF-PC service through the hosted CDP Control Plane. The CDP control plane hosts critical components of CDF-PC like the Catalog , the Dashboard and the ReadyFlow Gallery. The need for a cloud-native Apache NiFi service.

Dashboards 121

Dashboards Metrics KPI Data-driven 121

AWS Big Data

MARCH 9, 2023

SCD2 metadata – rec_eff_dt and rec_exp_dt indicate the state of the record. Register source tables in the AWS Glue Data Catalog We use an AWS Glue crawler to infer metadata from delimited data files like the CSV files used in this post. It is also called the surrogate key and has a unique value that is monotonically increasing.

Slice and Dice 81

Slice and Dice Data Warehouse Metrics Metadata 81

Alation

JANUARY 17, 2023

Business Intelligence Tools: Business intelligence (BI) tools are used to visualize your data. You should pick those that allow for easy integration and can create beautiful data visualizations. These help data analysts visualize key insights that can help you make better data-backed decisions.

Data Warehouse 52

Data Warehouse Cost-Benefit Data Transformation Business Intelligence 52

Cloudera

JANUARY 21, 2021

By separating the compute, the metadata, and data storage, CDW dynamically adapts to changing workloads and resource requirements, speeding up deployment while effectively managing costs – while preserving a shared access and governance model. If the data is already there, you can move on to launching data warehouse services.

Data Lake 93

Data Lake Data Warehouse IT Analytics 93

Domino Data Lab

OCTOBER 9, 2019

NOAA hosts a unique concentration of the world’s climate science research throughout its labs and other centers, with experts in closely adjacent fields: polar ice, coral reef health, sunny day flooding, ocean acidification, fisheries counts, atmospheric C02, sea-level rise, ocean currents, and so on. Metadata Challenges.

Deep Learning 69

Deep Learning Metadata Machine Learning Data Science 69

CIO Business Intelligence

SEPTEMBER 22, 2023

Its cloud-hosted tool manages customer communications to deliver the right messages at times when they can be absorbed. Its Integrated Process Designer is a visual tool to create data flows that integrate data to produce concise reports. Pega Pega builds a low-code platform for designing and executing digital marketing campaigns.

Management 104

Management Advertising Data Lake Sales 104

CIO Business Intelligence

JUNE 9, 2022

Its cloud-hosted tool manages customer communications to deliver the right messages at times when they can be absorbed. Its Integrated Process Designer is a visual tool to create data flows that integrate data to produce concise reports. Pega builds a low-code platform for designing and executing digital marketing campaigns.

Management 143

Management Advertising Data Lake Sales 143

Domino Data Lab

JUNE 2, 2019

Her talk addressed career paths for people in data science going into specialized roles, such as data visualization engineers, algorithm engineers, and so on. OSCON , Jul 15-18 in Portland: CFP is open for the “ML Ops: Managing the end-to-end ML lifecycle” track that I’ll be hosting on Jul 16. See you at Rev 3 in 2020!

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

AWS Big Data

MARCH 3, 2023

Although this post uses an Aurora PostgreSQL database hosted on AWS as the data source, the solution can be extended to ingest data from any of the AWS DMS supported databases hosted on your data centers. Solution overview The following diagram shows the overall architecture of the solution that we implement in this post.

Data Lake 83

Data Lake Dashboards Metrics Metadata 83

AWS Big Data

JUNE 15, 2023

Just as data is prepared visually using dashboards and reports, it can be readied for language-based interactions using a topic. QuickSight authors can also add their Q visuals straight to an analysis to speed up dashboard creation, as seen in GIF 2. With NLQ, language is the interface. Person or Organization : Who?

Sales 68

Sales Dashboards Visualization Testing 68

bridgei2i

MARCH 3, 2021

In this episode of the AI to Impact Podcast, host Pavan Kumar speaks to Prinkan Pal about the evolution of data engineering and ML-operations from a closed team into a tech consulting unit. I’m your host – Pawan Kumar. Episode 4: Unlocking the Value of Enterprise AI with Data Engineering Capabilities.

Enterprise 98

Enterprise Digital Transformation Data-driven Interactive 98

Alation

FEBRUARY 17, 2023

This past week, I had the pleasure of hosting Data Governance for Dummies author Jonathan Reichental for a fireside chat , along with Denise Swanson , Data Governance lead at Alation. Attendance was high, as were the number of excellent questions. In this way, data governance is the business or process side. Here’s an example.

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

Cloudera

NOVEMBER 22, 2021

Limited flexibility to use more complex hosting models (e.g., Increased integration costs using different loose or tight coupling approaches between disparate analytical technologies and hosting environments. public, private, hybrid cloud)?

Data Processing 93

Data Processing Data Warehouse Enterprise Visualization 93