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Orchestrate an end-to-end ETL pipeline using Amazon S3, AWS Glue, and Amazon Redshift Serverless with Amazon MWAA

AWS Big Data

For more information, see Monitoring dashboards and alarms on Amazon MWAA. The policies attached to the Amazon MWAA role have full access and must only be used for testing purposes in a secure test environment. The Airflow DAG uses various operators, sensors, connections, tasks, and rules to run the data pipeline as needed.

Metadata 101
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How SumUp made digital analytics more accessible using AWS Glue

AWS Big Data

Founded in 2012, SumUp is the financial partner for more than 4 million small merchants in over 35 markets worldwide, helping them start, run and grow their business. Data Catalog: We also wanted to automate a Glue Crawler to have metadata in a Data Catalog and be able to explore our files in S3 with Athena.

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Federate Amazon QuickSight access with open-source identity provider Keycloak

AWS Big Data

Sign in to your Keycloak admin dashboard. For the Keycloak admin dashboard, use [link]. 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. Assign a name for this new realm. Choose Import client.

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Best practices to implement near-real-time analytics using Amazon Redshift Streaming Ingestion with Amazon MSK

AWS Big Data

Establish connectivity between an Amazon QuickSight dashboard and Amazon Redshift to deliver visualization and insights. ORDERTOPIC" WHERE CAN_JSON_PARSE(kafka_value); The metadata column kafka_value that arrives from Amazon MSK is stored in VARBYTE format in Amazon Redshift.

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Real-Real-World Programming with ChatGPT

O'Reilly on Data

To provide some coherence to the music, I decided to use Taylor Swift songs since her discography covers the time span of most papers that I typically read: Her main albums were released in 2006, 2008, 2010, 2012, 2014, 2017, 2019, 2020, and 2022. This choice also inspired me to call my project Swift Papers.

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Integrate Okta with Amazon Redshift Query Editor V2 using AWS IAM Identity Center for seamless Single Sign-On

AWS Big Data

Amazon Redshift Query Editor V2 workflow: End user initiates the flow using AWS access portal URL (this URL would be available on IdC dashboard console). After you finish entering the required cluster metadata and create the resource, you can check the status for IdC integration in the properties.

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Becoming a machine learning company means investing in foundational technologies

O'Reilly on Data

Consider deep learning, a specific form of machine learning that resurfaced in 2011/2012 due to record-setting models in speech and computer vision. A catalog or a database that lists models, including when they were tested, trained, and deployed. Metadata and artifacts needed for audits. Use ML to unlock new data types—e.g.,