Big Data Full Course - Data Processing with Kafka, CDC | Data Engineer Full Course | Lecture 60 #kafka #apachekafka

Data Processing with Kafka, CDC | Data Engineering Full Course | Lecture 60 Welcome to the sixtieth lecture of the Data Engineering Full Course series by AmpCode! 🚀 In this video, we’ll explore how Apache Kafka is used for data processing and Change Data Capture (CDC), enabling real-time data replication and streaming analytics. 🔍 What You'll Learn: Introduction to Change Data Capture (CDC) and its importance How Kafka enables real-time data processing with CDC Setting up CDC pipelines using Kafka and Debezium Best practices for efficient CDC implementation in data engineering By the end of this lecture, you’ll have a strong understanding of how to use Kafka for CDC and real-time data processing in modern data architectures. 🔔 Don’t forget to subscribe to AmpCode for more lectures and updates. If this video helps you, please like it and share it with others learning data engineering. Let’s continue mastering Kafka and CDC together! #Kafka #ApacheKafka #DataEngineering Prerequisite: You should have Java (JDK) installed on your windows machine. Apache Kafka official website: https://kafka.apache.org/downloads Required Commands: .\bin\windows\zookeeper-server-start.bat .\config\zookeeper.properties .\bin\windows\kafka-server-start.bat .\config\server.properties kafka-topics.bat --create --bootstrap-server localhost:9092 --replication-factor 1 --partition 1 --topic test kafka-console-producer.bat --broker-list localhost:9092 --topic test ------------------------------------------------------------------------------------------------------- Sample Data: {"Name: "John", "Age":"31", "Gender":"Male"} {"Name: "Emma", "Age":"27", "Gender":"Female"} {"Name: "Ronald", "Age":"17", "Gender":"Male"} --------------------------------------------------------------------------------------------------------- kafka-console-consumer.bat --topic test --bootstrap-server localhost:9092 --from-beginning .\bin\windows\zookeeper-server-stop.bat .\config\zookeeper.properties .\bin\windows\kafka-server-stop.bat .\config\server.properties -------------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------- Installation links: Oracle VM Virtualbox: https://download.virtualbox.org/virtualbox/6.1.32/VirtualBox-6.1.32-149290-Win.exe HDP Sandbox link(step-by-step procedure): https://hackmd.io/@firasj/BkSQJQ8eh HDP Sandbox installation guide: https://hortonworks.com/tutorial/sandbox-deployment-and-install-guide/section/1/ ------------------------------------------------------------------------------------------------------------- Also check out our full Apache Hadoop course: https://youtube.com/playlist?list=PL6UwySlcwEYJ2hFuGIvr4VEHUAfl-GCNT ------------------------------------------------------------------------------------------------------------- Also check out similar informative videos in the field of cloud computing: What is Big Data: https://youtu.be/-BoykjY5nKg How Cloud Computing changed the world: https://youtu.be/lf2lQAyW2b4 What is Cloud? https://youtu.be/DeCMeA9Xm2g Top 10 facts about Cloud Computing that will blow your mind! https://youtu.be/hmxNJEQ4XVY Audience This tutorial has been prepared for professionals/students aspiring to learn deep knowledge of Big Data Analytics using Apache Spark and become a Spark Developer and Data Engineer roles. In addition, it would be useful for Analytics Professionals and ETL developers as well. Prerequisites Before proceeding with this full course, it is good to have prior exposure to Python programming, database concepts, and any of the Linux operating system flavors. -----------------------------------------------------------------------------------------------------------------------Don't forget to like and follow us on our social media accounts: Facebook- https://www.facebook.com/ampcode Instagram- https://www.instagram.com/ampcode_tutorials/ Twitter- https://twitter.com/ampcodetutorial Tumblr- ampcode.tumblr.com ----------------------------------------------------------------------------------------------------------------------- Channel Description- AmpCode provides you e-learning platform with a mission of making education accessible to every student. AmpCode will provide you tutorials, full courses of some of the best technologies in the world today. By subscribing to this channel, you will never miss out on high quality videos on trending topics in the areas of Big Data & Hadoop, DevOps, Machine Learning, Artificial Intelligence, Angular, Data Science, Apache Spark, Python, Selenium, Tableau, AWS , Digital Marketing and many more. #pyspark #bigdata #datascience #dataanalytics #datascientist #spark #dataengineering #apachespark