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AIOrchestra is a microservice-based application featuring an event-driven architecture. It provides personalized song recommendations using a custom-trained ML model with .NET Core, Kafka, Docker, and TensorFlow.
In this project, you will execute an End-To-End Data Engineering Project on Real-Time Stock Market Data using Kafka. We are going to use different technologies such as Python, Amazon Web Services (AWS), Apache Kafka, Glue, Athena, and SQL.
Redpanda Console is a developer-friendly UI for managing your Kafka/Redpanda workloads. Console gives you a simple, interactive approach for gaining visibility into your topics, masking data, managing consumer groups, and exploring real-time data with time-travel debugging.
Database replication platform that leverages change data capture. Stream production data from databases to your data warehouse (Snowflake, BigQuery, Redshift) in real-time.
This project demonstrates real-time traffic visualization using Kafka, Node.js, and Python, where traffic data is simulated using random numbers to represent vehicle counts at different city traffic signals.