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1. kafka-streams-machine-learning-exampleskafka-streams-machine-learning-examplesPublic

   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 859 307

2. tensorflow-serving-java-grpc-kafka-streamstensorflow-serving-java-grpc-kafka-streamsPublic

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

   Java 147 46

3. ksql-udf-deep-learning-mqtt-iotksql-udf-deep-learning-mqtt-iotPublic

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

   Java 298 116

4. kafka-connect-iot-mqtt-connector-examplekafka-connect-iot-mqtt-connector-examplePublic

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

   Shell 210 88

5. python-jupyter-apache-kafka-ksql-tensorflow-keraspython-jupyter-apache-kafka-ksql-tensorflow-kerasPublic

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

   Jupyter Notebook 95 66

6. hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inferencehivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inferencePublic

   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 412 146