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kafka-streams-machine-learning-examples
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 with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference
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 requiredksql-udf-deep-learning-mqtt-iot
Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Datakafka-connect-iot-mqtt-connector-example
Internet of Things Integration Example => Apache Kafka + Kafka Connect + MQTT Connector + Sensor Datatensorflow-serving-java-grpc-kafka-streams
Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Responsepython-jupyter-apache-kafka-ksql-tensorflow-keras
Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQLksql-fork-with-deep-learning-function
Deep Learning UDF for KSQL, the Streaming SQL Engine for Apache Kafka with Elasticsearch Sink Exampleksql-machine-learning-udf
Confluent KSQL Addon - User Defined Function (UDF) for Machine Learningksql-apache-kafka-quickstart-step-by-step-example
KSQL Step-by-step tutorial using the basic functions of Apache Kafka's Streaming SQL EngineMavenCamelScala
A workingkafka-streams-machine-learning-docker-microservice
A Kafka Streams Microservice (using Machine Learning) deployed as a Docker Containerkafka-connect-smt-string-filter
Single Message Transformation (SMT) for Kafka Connect to Filter String Messagescamel-infoq
Introduction Demo of Apache Camel (InfoQ article)Apache-Kafka-PipelineAI-Machine-Learning-Infrastructure
Machine Learning Infrastructure leveraging Apache Kafka Ecosystem, PipelineAI, Kubernetes and Dockerkafka-streams-python-integration-with-jep
Calling Python Code / Script in Kafka Streams with Jep (TensorFlow Keras Example)tensorflow-tfserving-cloud-apache-kafka-streams
Model Inference with Apache Kafka, Kafka Streams and a TensorFlow model deployed to TF-Serving (Google Cloud ML Engine)gradlePlayApp
keras-tensorflow-model-inference-kafka-streams-ksql-dl4j
Keras Tensorflow Model deployed for Inference in Kafka Streams / KSQL microservice via Deeplearning4jtensorflow-kafka-confluent-google-cloud
Deep Learning at Extreme Scale with TensorFlow and Apache Kafka / Confluent on Google Cloudcamel
Mirror of Apache CamelAirportWeather
Apache Camel example that can find out the weather at an airport.Love Open Source and this site? Check out how you can help us