Streaming Audio: A Confluent podcast about Apache Kafka

Machine Learning with Kafka Streams, Kafka Connect, and ksqlDB ft. Kai Waehner

December 04, 2019 Confluent, original creators of Apache Kafka® Season 1 Episode 71
Streaming Audio: A Confluent podcast about Apache Kafka
Machine Learning with Kafka Streams, Kafka Connect, and ksqlDB ft. Kai Waehner
Chapters
Streaming Audio: A Confluent podcast about Apache Kafka
Machine Learning with Kafka Streams, Kafka Connect, and ksqlDB ft. Kai Waehner
Dec 04, 2019 Season 1 Episode 71
Confluent, original creators of Apache Kafka®

In this episode, Kai Waehner (Senior Systems Engineer, Confluent) defines machine learning in depth, describes the architecture of his dream machine learning pipeline, shares about its relevance to Apache Kafka®, Kafka Connect, ksqlDB, and the related ecosystem, and discusses the importance of security and fraud detection. He also covers Kafka use cases, including an example of how Kafka Streams and TensorFlow provide predictive analytics for connected cars.

EPISODE LINKS

Show Notes

In this episode, Kai Waehner (Senior Systems Engineer, Confluent) defines machine learning in depth, describes the architecture of his dream machine learning pipeline, shares about its relevance to Apache Kafka®, Kafka Connect, ksqlDB, and the related ecosystem, and discusses the importance of security and fraud detection. He also covers Kafka use cases, including an example of how Kafka Streams and TensorFlow provide predictive analytics for connected cars.

EPISODE LINKS