Скачать или смотреть Analyzing and Visualizing Streaming Data with Kinesis Data Firehose & OpenSearch Service|aws data en

Module 11 – Analyzing and Visualizing Streaming Data / Lab: Analyzing and Visualizing Streaming Data with Kinesis Data Firehose, OpenSearch Service, and OpenSearch Dashboards
Module 11 – Analyzing & Visualizing Streaming Data | AWS Data Engineering
In this hands-on lab, we learn how to build a real-time streaming analytics pipeline using Amazon Kinesis Data Firehose, Amazon OpenSearch Service, and OpenSearch Dashboards. This exercise demonstrates how operational and IoT streaming data can be ingested, indexed, analyzed, and visualized instantly.

What you will learn in this lab:

Setting up a streaming data pipeline using Kinesis Data Firehose

Delivering real-time data to Amazon OpenSearch Service

Indexing structured streaming records for fast search and analytics

Building live dashboards and visualizations in OpenSearch Dashboards

Filtering, aggregating, and querying streaming datasets

Understanding real-time monitoring and insights for data-driven decisions

This lab is part of the AWS Academy Data Engineering curriculum, designed for students, engineers, data analysts, and professionals seeking real-world cloud data engineering skills.

👍 If you find this video helpful, don’t forget to Like, Comment, Share & Subscribe for more AWS hands-on practical labs and tutorials.

🔖 Hashtags (SEO Optimized)

#AWS #AWSDataEngineering #Kinesis #KinesisFirehose #OpenSearch #OpenSearchDashboards #RealTimeAnalytics #StreamingData #BigData #CloudComputing #DataAnalytics #DataEngineer #AWSHandsOn #AmazonWebServices #Visualization #IoTData