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所在平台: Udemy |
课程主页: https://www.udemy.com/course/awskinesis/
课程评论：没有评论
课程名称：利用AWS Kinesis学习分析 概述：您能实时分析大数据吗？如果您的答案是肯定的，那么您是对的。AWS提供的Kinesis服务可轻松实时收集、处理和分析视频及数据流。实时分析在需要立即采取行动的场合非常有用。像Netflix这样的公司使用Amazon Kinesis来监控其所有应用程序之间的通信，以便快速检测和修复问题，确保为客户提供高服务可用性。 通过Amazon Kinesis，您可以摄取实时数据，例如视频、音频、应用日志、网站点击流和物联网遥测数据，供机器学习、分析和其他应用使用。Amazon Kinesis将实时处理和分析到达的数据，能够迅速响应，无需等待所有数据收集完毕后再开始处理。 Amazon Kinesis包含四种类型的服务，每种服务有不同的角色： 1. Kinesis视频流：捕获、处理和存储视频流，以便进行分析和机器学习。 2. Kinesis数据流：大规模收集流数据，以便进行实时分析。 3. Amazon Kinesis Firehose：帮助将流数据加载到AWS中。 4. Amazon Kinesis Analytics：帮助查询流数据或使用SQL构建完整的流应用程序。 Amazon Kinesis是AWS提供的一个重要服务，已被多个公司（如Netflix、Discovery通信、Cisco、Lyft、Accenture、Trivago以及Amazon自身）广泛使用。在这门学习课程中，您将学习并部署不同类型的Amazon Kinesis服务。
Can we analyze big data in real-time. If your answer is Yes, then you're right. AWS offers Kinesis services which easily collect, process, and analyze video and data streams in real time.Real time analytics are very useful where you need immediate action. Companies like Netflix uses Amazon Kinesis to monitor the communications between all of its applications so it can detect and fix issues quickly, ensuring high service uptime and availability to its customers.With Amazon Kinesis, you can ingest real-time data such as video, audio, application logs, website clickstreams, and IOT telemetry data for machine learning, analytics, and other applications then Amazon Kinesis will process and analyze data as it arrives and respond quickly without waiting for all your data is being collected and begins the processing of data..There are 4 types of Amazon Kinesis with their different roles as mentioned in following points: Kinesis Video Streams that capture, process, and store video streams for analytics and machine learningKinesis Data Streams that collect streaming data, at scale, for real-time analyticsAmazon Kinesis Firehose which helps you load streaming data into AWS Amazon Kinesis Analytics which helps you query streaming data or build entire streaming applications using SQL. Amazon Kinesis is one of the prominent services offered by AWS which is being used by various companies like Netflix, Discovery communication, Cisco, Lyft, Accenture, Trivago and Amazon itself.In this learning path you'll learn and deploy different kind of Amazon Kinesis services.
