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1. kafka-streams-machine-learning-examples kafka-streams-machine-learning-examples Public

   This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built wi…

   Java 851 306

2. tensorflow-serving-java-grpc-kafka-streams tensorflow-serving-java-grpc-kafka-streams Public

   Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response

   Java 146 47

3. ksql-udf-deep-learning-mqtt-iot ksql-udf-deep-learning-mqtt-iot Public

   Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data

   Java 291 114

4. kafka-connect-iot-mqtt-connector-example kafka-connect-iot-mqtt-connector-example Public

   Internet of Things Integration Example => Apache Kafka + Kafka Connect + MQTT Connector + Sensor Data

   Shell 208 88

5. python-jupyter-apache-kafka-ksql-tensorflow-keras python-jupyter-apache-kafka-ksql-tensorflow-keras Public

   Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQL

   Jupyter Notebook 93 66

6. hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference Public

   Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required

   Jupyter Notebook 408 144