AWS Big Data

OCTOBER 11, 2023

In this post, we discuss ways to modernize your legacy, on-premises, real-time analytics architecture to build serverless data analytics solutions on AWS using Amazon Managed Service for Apache Flink. For the template and setup information, refer to Test Your Streaming Data Solution with the New Amazon Kinesis Data Generator.

Management 101

Management Metadata Analytics Dashboards 101

AWS Big Data

JUNE 28, 2023

For more details, refer to the What’s New Post. In this post, we provide step-by-step guidance on how to get started with near-real time operational analytics using this feature. The transactional data from this website is loaded into an Aurora MySQL 3.03.1 (or or higher version) database.

Data Warehouse 81

Data Warehouse Analytics Metrics Dashboards 81

DataKitchen

MAY 10, 2021

Some will argue that observability is nothing more than testing and monitoring applications using tests, metrics, logs, and other artifacts. That’s a fair point, and it places emphasis on what is most important – what best practices should data teams employ to apply observability to data analytics. Production Analytics.

Testing 214

Testing Manufacturing Data Quality Statistics 214

AWS Big Data

JANUARY 24, 2023

AWS Glue Data Catalog The AWS Glue Data Catalog is a central repository of metadata about data stored in your data lake. The Data Catalog organizes this information in the form of metadata tables and databases. Limitations This utility is designed to replicate permissions within a single account only.

Data Architecture 64

Data Architecture Metadata Data Lake Snapshot 64

CIO Business Intelligence

JANUARY 20, 2023

BI tools access and analyze data sets and present analytical findings in reports, summaries, dashboards, graphs, charts, and maps to provide users with detailed intelligence about the state of the business. The potential use cases for BI extend beyond the typical business performance metrics of improved sales and reduced costs.

Business Intelligence 144

Business Intelligence Dashboards Data mining OLAP 144

AWS Big Data

NOVEMBER 1, 2023

For more information to create key using KMS, refer to Creating keys. Complete the following steps to create a Multi-AZ deployment restored from a snapshot: On the Amazon Redshift console, in the navigation pane, choose Clusters. Choose the Maintenance Select a snapshot and choose Restore snapshot , Restore to provisioned cluster.

Data Warehouse 91

Data Warehouse Snapshot Testing Management 91

AWS Big Data

MARCH 3, 2023

You can then apply transformations and store data in Delta format for managing inserts, updates, and deletes. Amazon EMR Serverless is a serverless option in Amazon EMR that makes it easy for data analysts and engineers to run open-source big data analytics frameworks without configuring, managing, and scaling clusters or servers.

Data Lake 79

Data Lake Dashboards Metrics Metadata 79

AWS Big Data

JUNE 9, 2023

Amazon Redshift only supports Delta Symlink tables (see Creating external tables for data managed in Delta Lake for more information). Refer to Working with other AWS services in the Lake Formation documentation for an overview of table format support when using Lake Formation with other AWS services.

Data Lake 109

Data Lake Metadata Optimization Statistics 109

DataKitchen

JANUARY 23, 2023

It is important to have additional tools and processes in place to understand the impact of data errors and to minimize their effect on the data pipeline and downstream systems. These operations can include data movement, validation, cleaning, transformation, aggregation, analysis, and more. DataOps Observability enables this.

Testing 130

Testing Data Governance Data Quality Data-driven 130