Architecture Best Practices for Analytics & Big Data

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  • Pattern

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    Automate blue/green deployments of Aurora…

    How to automate blue/green deployments for Amazon Aurora global database clusters by using IaC principles, GTID-based replication, and the AWS CloudFormation, AWS Lambda, and Amazon Route 53 services.

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    Tags: Analytics | Databases | DevOps | Modernization

    January 27, 2025
  • AWS Solution

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    QnABot on AWS

    Deploy a multi-channel, multi-language conversational interface (chatbot) that responds to your customer’s questions, answers, and feedback, powered by large language models (LLMs).
    November 2024
  • Pattern

    Updated

    Run unit tests for Python ETL jobs in AWS Glue

    Use the pytest framework to incorporate unit testing into your DevOps pipeline for Python ETL jobs in AWS Glue.

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    Tags: Analytics | DevOps

    January 02, 2025
  • Guide

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    Apply the AWS Well-Architected Framework…

    AWS Well-Architected Framework design pillars, best practices, and considerations that apply to using Amazon Neptune Analytics in the AWS Cloud.

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    Tags: Analytics | Databases

    December 20, 2024
  • Pattern

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    Automatically inventory AWS resources

    Use AWS Config, Amazon Athena, and Amazon QuickSight to create an inventory of resources in target AWS accounts and Regions.

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    Tags: Cloud Financial Management | Cloud Foundations | Management & Governance

    December 19, 2024
  • Reference Architecture Diagram

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    This reference architecture diagram demonstrates how to leverage AWS services like AWS Glue, Amazon Bedrock, Amazon OpenSearch Service, vector embedding, K-means clustering, and LLMs to identify top trending search queries for optimizing content strategy, improving user experience, and potentially increasing revenue.

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    Analytics | Machine Learning & AI

    December 2024
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Analytics & Big Data Blog Posts

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