Joseph Oladokun-Bridging the Gap: Real-Time Predictive Analytics with Faustream | PyData Global 2024
www.pydata.org
Faustream is an open-source tool I developed that bridges the gap between streaming data and real-time predictive analytics. This talk explores how Faustream leverages Python, Kafka, and Faust to handle high-velocity data streams while applying machine learning models in real-time. We’ll dive into its architecture, key features, and applications, demonstrating how it can revolutionize data processing across industries.
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