Amazon Kinesis Data Streams Tutorial: Real-Time Data Streaming with AWS CLI (Hands-On Lab)
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Amazon Kinesis Data Streams Tutorial: Real-Time Data Streaming with AWS CLI (Hands-On Lab)
18 просмотров · 5 дней назад
freeplacementcourse
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18 просмотров · 5 дней назад
Learn how to build real-time data streaming pipelines with Amazon Kinesis Data Streams in this complete, step-by-step hands-on tutorial. In this video, we cover Kinesis core architecture, shards, partition keys, AWS CLI streaming commands, and simulating live web traffic data ingestion.
Whether you're preparing for AWS Data Engineer (DEA-C01), AWS Solutions Architect (SAA-C03), or building production-grade streaming pipelines, this guide covers everything you need to know.
📌 What You’ll Learn:
• What is Amazon Kinesis Data Streams & core architecture
• Shards, Partition Keys, and throughput scaling
• Setting up streams using the AWS Management Console & AWS CLI
• Ingesting simulated web traffic data in real time
• Consuming, reading, and monitoring stream records
• Troubleshooting common Kinesis bottlenecks & best practices
⏱️ Timestamps & Chapters:
00:00 - Introduction & Real-Time Streaming Overview
02:15 - Amazon Kinesis Architecture & Core Concepts
05:30 - Shards, Capacity Modes (On-Demand vs. Provisioned), & Partitions
09:45 - Creating an Amazon Kinesis Data Stream in AWS Console
14:20 - Configuring AWS CLI for Kinesis Ingestion
19:10 - Simulating Real-Time Web Traffic Data
24:35 - Consuming, Reading & Verifying Data Records
28:50 - Scaling, Monitoring & Performance Optimization
31:40 - Summary, Key Takeaways & Next Steps
🔗 Resources & Links:
• AWS Kinesis Official Documentation: https://aws.amazon.com/kinesis/data-s...
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