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Realtime Logs Processing with Apache Airflow, Kafka and Elasticsearch - End to End Data Engineering
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Google Cloud End to End Data Engineering Projects - Realtime Logs Processing with Apache Airflow, Kafka and Elasticsearch - End to End Data Engineering

Master End-to-End Data Engineering: Real-Time Streaming, AI Integrations, and High-Performance Systems! Dive into hands-on projects, expert-guided tutorials, and cutting-edge technologies for a standout career in data engineering.

4.0 (2)
25 learners

What you'll learn

Understand and implement real-time streaming with Google Cloud for data engineering projects
Learn how to perform real-time socket streaming using Apache Spark
Master the use of Apache Airflow alongside Spark, Pyspark, Java, and Scala for data engineering
Develop skills to build and optimize high-performance, real-time analytics databases

This course includes

  • 47.5 hours of video
  • Certificate of completion
  • Access on mobile and TV

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Full Transcript

In this video, you will build a production ready system that is capable of handling billions of records—step by step. From setting up free Kafka and Elasticsearch clusters to real-time log indexing and CI/CD automated deployments, this comprehensive tutorial has everything you need. Whether you're just starting out or looking to refine your expertise, this is your opportunity to learn, build, and take your skills to the next level! Timestamps: 0:00 Introduction 3:24 System Architecture 10:00 Producing Logs from Websites 18:44 Setting up Free Kafka Cluster 24:16 Setting up Free Elasticsearch Cluster 45:40 Realtime logs indexing 1:27:53 Setting up CI/CD Automated Deployment 1:39:22 Setting up MWAA Cluster 1:52:00 End to End Project Run 2:02:24 Outro Like this video? Support us: https://www.youtube.com/@CodeWithYu/join 👀 Don't just watch it, build it! 🚧 👍 Like, Comment, & Subscribe for more cutting-edge data engineering content! Resources: Source code: https://buymeacoffee.com/yusuf.ganiyu/full-source-code-realtime-logs-processing-apache-airflow-kafka-elasticsearch Source Code Available Members in the community. Confluent Cloud Documentation: https://docs.confluent.io/cloud/current/overview.html Elasticsearch Documentation: https://www.elastic.co/docs #mwaa #apachekafka #elasticsearch #apacheairflow #dataengineering

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