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Migrate from Amazon Kinesis Data Analytics for SQL to Amazon Managed Service for Apache Flink and Amazon Managed Service for Apache Flink Studio

AWS Big Data

Amazon Kinesis Data Analytics for SQL is a data stream processing engine that helps you run your own SQL code against streaming sources to perform time series analytics, feed real-time dashboards, and create real-time metrics. Apache Flink is a distributed open source engine for processing data streams.

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How to Combine Streamlit, Pandas, and Plotly for Interactive Data Apps

KDnuggets

By Vinod Chugani on June 27, 2025 in Data Science Image by Author | ChatGPT Introduction Creating interactive web-based data dashboards in Python is easier than ever when you combine the strengths of Streamlit , Pandas , and Plotly. unique()) # Filter data filtered_df = df[(df[Region].isin(regions)) sum():,}") col2.metric("Average

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How EUROGATE established a data mesh architecture using Amazon DataZone

AWS Big Data

With the addition of these technologies alongside existing systems like terminal operating systems (TOS) and SAP, the number of data producers has grown substantially. However, much of this data remains siloed and making it accessible for different purposes and other departments remains complex.

IoT
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AI Agents in Analytics Workflows: Too Early or Already Behind?

KDnuggets

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter AI Agents in Analytics Workflows: Too Early or Already Behind?

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How FINRA established real-time operational observability for Amazon EMR big data workloads on Amazon EC2 with Prometheus and Grafana

AWS Big Data

Centralized observability dashboards – Having a single pane of glass for all aspects of EMR cluster metrics, including cluster health, resource utilization, job execution, logs, and security, in order to provide a complete picture of the system’s performance and health, was a challenge.

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Amazon OpenSearch Service launches the next-generation OpenSearch UI

AWS Big Data

With the next-generation user interface (UI), the Discover experience has been improved to simplify interactive analysis, so that you can easily utilize features such as natural language query generation to gain insights from your data. Solution Overview The following diagram illustrates architecture of the OpenSearch Dashboards.

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How Data Analytics Improves Lead Management and Sales Results

Smart Data Collective

Reading: How Data Analytics Improves Lead Management and Sales Results Share Notification Font Resizer Aa Font Resizer Aa Search About Help Privacy Follow US © 2008-23 SmartData Collective. You can immediately push them into automated campaigns, warming them up and sending high-deliverability cold emails from the same dashboard.