Setting the stage with Aiven for Apache Kafka and Google BigQuery ML.

• Apache Kafka®
• Machine learning
• Integration

In this webinar, Aiven and Google Cloud team up to frame the need for real-time analytics and machine learning pipelines to support:

• Use cases around IoT
• Predictive maintenance
• Customer experience and more

The complete MLOps lifecycle will be explained and how pipelines driven by Aiven (Kafka, Flink, Opensearch, Cassandra) feed into the Google/GCP ML Ecosystem (BigQuery ML, Vertex AI).

A quick demo will also be shared on how to set up services in Aiven, connect them to BigQuery, and begin using BQML to generate prediction models.