Kafka Fundamentals

所在平台: Coursera

课程主页: https://www.coursera.org/learn/apache-kafka-fundamentals

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课程简介

课程名称:Kafka基础 课程概述:欢迎参加Kafka基础课程!本课程旨在向您提供对Apache Kafka的全面理解,Apache Kafka是一个用于构建实时数据管道和流应用程序的分布式流平台。无论您是Kafka的新手还是希望巩固基础知识,本课程将为您提供在各种现实场景中有效利用Kafka所需的技能。 课程要求:需要对分布式系统有基本了解。 课程大纲: 1. 模块名称:大数据与Apache Kafka入门 描述:本模块提供大数据、消息系统和Apache Kafka的概述,包括安装和设置演示。完成该模块后,学习者将能够安装和配置Kafka环境。 2. 模块名称:Kafka生产者 描述:本模块概述了Kafka生产者,涵盖其架构和配置。通过完成该模块,学习者将能够创建和配置Kafka生产者,处理消息序列化,并管理分区。 3. 模块名称:Kafka消费者 描述:本模块介绍Kafka消费者的基本概念,包括消费者组、偏移量管理和反序列化技术。通过完成该模块,学习者将能够创建Kafka消费者,有效管理偏移量,并实现自定义反序列化以提高数据处理效率。

课程大纲

Name:Getting Started with Big Data and Apache Kafka

Description:This module provides an overview of Big Data, messaging systems, and Apache Kafka, including installation and setup demonstrations. By the end of this, learners will be able to install and configure the Kafka environment.

Name:Kafka Producer

Description:This module provides an overview of Kafka Producer, covering its architecture and configuration. By completing this module, learners will be able to create and configure Kafka Producers, handle message serialization, and manage partitioning.

Name:Kafka Consumer

Description:This module introduces Kafka Consumer fundamentals, including consumer groups, offset management, and deserialization techniques. By completing this module, learners will gain the ability to create Kafka Consumers, effectively manage offsets, and implement custom deserializers for efficient data processing.

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Welcome to the Kafka Fundamentals course! The course is designed to provide you with a comprehensive understanding of Apache Kafka, a distributed streaming platform used for building real-time data pipelines and streaming applications. Whether you are new to Kafka or seeking to solidify your foundational knowledge, this course will equip you with the skills needed to effectively utilize Kafka in various real-world scenarios. This course requires a basic understanding of distributed systems and

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