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Building a Real-Time Data Streaming Pipeline using Apache Kafka, Flink and Postgres

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Nov 25, 2023
1:24:59

๐Ÿš€ Building a Real-Time Data Streaming Pipeline with Apache Kafka, Flink, and Postgres ๐Ÿš€ In this comprehensive tutorial, join us on a journey to create a robust real-time data streaming pipeline from scratch! We'll dive deep into the world of Apache Kafka for efficient event ingestion, Apache Flink for powerful stream processing, and Postgres for storing and analyzing real-time insights. ๐Ÿ”ง What You'll Learn: Setting up Apache Kafka for event streaming. Building Apache Flink jobs for real-time data processing. Integrating Flink with Kafka for seamless data flow. Designing a schema and connecting Postgres as a data sink. Optimizing the pipeline for scalability and performance. ๐ŸŒ Why Real-Time Data Streaming Matters: Real-time data processing is a game-changer for industries seeking instant insights from their data. Whether you're in finance, e-commerce, or IoT, understanding how to architect a robust streaming pipeline is a valuable skill in today's data-driven world. ๐ŸŽ“ Who Should Watch: Data Engineers Software Developers Data Scientists Anyone interested in real-time data processing โฐ Timestamps: 00:00 - Architecture of the pipeline 04:00 - Setting up folder structure 05:51 - Setting up Postgres 08:43 - Setting up Kafka Producer 30:50 - Setting up Flink Consumer 01:15:29 - End to End testing ๐Ÿšง Prerequisites: Basic understanding of Kafka, Flink, and Postgres concepts. Java and SQL knowledge is a plus. ๐Ÿšจ Note: This tutorial assumes a working knowledge of Apache Kafka, Apache Flink, and Postgres basics. If you're new to these technologies, check out our beginner-friendly guides linked in the description. ๐Ÿ‘ฉโ€๐Ÿ’ป Code and Resources: https://github.com/Kavit900/data-streaming-kafka-flink-postgres ๐Ÿ‘ Don't forget to like, subscribe, and hit the bell icon to stay updated with our latest tutorials! Let's embark on this exciting journey into the realm of real-time data streaming together! ๐Ÿš€ #ApacheKafka #ApacheFlink #Postgres #RealTimeData #DataStreaming #datapipeline LIKE | SHARE | SUBSCRIBE FOR MORE VIDEOS LIKE THIS --------------------------------------------------------------------------------------------------------- Hi Folks! I am a software engineer with a passion for teaching. Please follow me and show your support, so that I can keep bringing this type of content. ๐Ÿ“น YouTube: https://www.youtube.com/channel/UCpmw7QtwoHXV05D3NUWZ3oQ ๐Ÿ“ธ Instagram: https://www.instagram.com/code_with_kavit/ ๐Ÿ“‚ Github: https://github.com/Kavit900 ๐Ÿ’ป Discord: https://discord.gg/hQSNN3XeNz THANKS FOR WATCHING!

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