Real Estate End to End Data Engineering using AI

In this video, you will be building a Real Estate End to End Data Engineering streaming pipeline starting with the data gathering and data ingestion phase, followed by data processing and eventually, data storage.We'll utilize tools like Large Language Models (ChatGPT), WebSocket, Chrome DevTools Protocol (CDP), Docker, Apache Kafka, Apache Spark with Master worker Architecture, Apache Zookeeper, Confluent Control Center and Cassandra. GET FREE $10 SIGNUP CREDIT with https://brdta.com/codewithyu MORE DATA ENGINEERING VIDEOS AVAILABLE on datamasterylab.com FULL COURSE: hhttps://sh.datamasterylab.com/hIuOi TIMESTAMPS: 0:00 Introduction 1:25 The system architecture 2:50 Getting your keys 6:30 Setting up a new project 8:00 Installing the required dependencies 10:00 Manual Simulation of the Process 11:42 Automating the Manual Process 42:57 Using Large Language Models to Extract Property Details 59:00 Setting up Streaming Architecture 1:11:13 Streaming Property information to Kafka 1:13:33 Consuming Realtime streams from Kafka 1:25:27 Writing Property Data to Cassandra Storage 1:44:53 Deploying Streaming App to Master-Worker Cluster 1:52:01 Fixing scala/$less$colon$less bug with Spark Streaming 1:52:25 Verification of Results 2:02:00 End to End Process Automation 2:06:30 Outro 👦🏻 My Linkedin:   / yusuf-ganiyu-b90140107   🚀 X(Twitter): https://x.com/YusufOGaniyu 📝 Medium:   / yusuf.ganiyu   🌟 Please LIKE ❤️ and SUBSCRIBE for more AMAZING content! 🌟 Resources and Links: ✅ Source Code: https://www.buymeacoffee.com/yusuf.ga... ✅ $10 Free Credit: https://brdta.com/codewithyu ✅ Docker Compose Documentation: https://docs.docker.com/compose/ ✅ Apache Kafka Official Site: https://kafka.apache.org/ ✅ Apache Spark Official Site: https://spark.apache.org/ ✅ Confluent Docs: https://docs.confluent.io/home/overvi... ✨ Tags ✨ Data Engineering, Kafka, Apache Spark, Cassandra, OpenAI, ChatGPT, Zookeeper, Docker, Docker Compose, ETL Pipeline, Data Pipeline, Big Data, Realtime Streaming, Streaming Data, Real-time Analytics, Kafka Connect, Spark Master, Spark Worker, Schema Registry, Control Center, Data Streaming, Real Estate Data Engineering, ✨ Hashtags ✨ #DataEngineering #Kafka #ApacheSpark #Cassandra #OpenAI #chatgpt #Docker #ETLPipeline #DataPipeline #StreamingData #RealTimeAnalytics