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Now type on a new terminal cd /user/local/ kafka /bin (Extract Kafka) Go to the location of Kafka and extract the tar ball. -Open the terminal by CTRL+ALT+T - Go to the folder where zookeeper tar ball is copied by using the following commands. In this document, we are going to explain how we can use a single-node Apache Kafka cluster for development and learning purposes. A data pipeline, to put it simply, is a set of actions that transfer unprocessed data from a source to a destination. Apache Kafka is designed around several key fundamentals that enable its high-throughput, fault-tolerant, and scalable capabilities. An asynchronous messaging system is a communication pattern used in software architecture to enable different components, applications, or services to exchange information without requiring them to be actively waiting for each other's responses. Real-time data streaming has a wide range of applications across various industries and domains. Here are some common use cases for real-time data streaming. Real-time data streaming analytics has become critically important in today's business world due to several significant factors that influence how organizations operate and make decisions. The term "streaming data" refers to data that is produced continuously by tens of thousands of data sources. A data stream consists of a series of data elements ordered in time.