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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…
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Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response
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Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data
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Single Message Transformation (SMT) for Kafka Connect to Filter String Messages
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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
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Internet of Things Integration Example => Apache Kafka + Kafka Connect + MQTT Connector + Sensor Data
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Backup and version control of my private website and blog
HTML UpdatedNov 3, 2019 -
KSQL Step-by-step tutorial using the basic functions of Apache Kafka's Streaming SQL Engine
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Industrial IoT (IIoT) Integration and Data Processing with Apache PLC4X, Kafka Connect, KSQL (OPC-UA, Modbus, Siemens S7)
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Calling Python Code / Script in Kafka Streams with Jep (TensorFlow Keras Example)
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Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQL
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ksql-python Public
Forked from bryanyang0528/ksql-pythonA python wrapper for the KSQL REST API.
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conference-data Public
Forked from tech-conferences/conference-dataConference data for confs.tech
JavaScript UpdatedJan 6, 2019 -
demo-scene Public
Forked from confluentinc/demo-sceneScripts and samples to support Confluent Platform talks. May be rough around the edges. For automated tutorials and QA'd code, see https://github.com/confluentinc/quickstart-demos/
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Keras Tensorflow Model deployed for Inference in Kafka Streams / KSQL microservice via Deeplearning4j
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Machine Learning Infrastructure leveraging Apache Kafka Ecosystem, PipelineAI, Kubernetes and Docker
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Deep Learning UDF for KSQL, the Streaming SQL Engine for Apache Kafka with Elasticsearch Sink Example
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Model Inference with Apache Kafka, Kafka Streams and a TensorFlow model deployed to TF-Serving (Google Cloud ML Engine)
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Scripts and documentation for my live demos around Kafka and Confluent
Shell UpdatedJun 25, 2018 -
Deep Learning at Extreme Scale with TensorFlow and Apache Kafka / Confluent on Google Cloud
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ksql-machine-learning-udf Public
Confluent KSQL Addon - User Defined Function (UDF) for Machine Learning
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ksql Public
Forked from confluentinc/ksqlConfluent KSQL - Fork of project to enhance it with a User Defined Function (UDF) for Machine Learning.
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blockchain-demo Public
Forked from anders94/blockchain-demoA web-based demonstration of blockchain concepts.
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A Kafka Streams Microservice (using Machine Learning) deployed as a Docker Container
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fashion-mnist Public
Forked from zalandoresearch/fashion-mnistA MNIST-like fashion product database. Benchmark 👉
Python MIT License UpdatedAug 29, 2017 -
tensorflow Public
Forked from tensorflow/tensorflowComputation using data flow graphs for scalable machine learning
C++ Apache License 2.0 UpdatedAug 24, 2017 -
kafka-streams-course Public
Forked from simplesteph/kafka-streams-courseLearn Kafka Streams with several examples!
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examples Public
Forked from Haybu/examplesDemo applications and code examples for Confluent Platform and Apache Kafka
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h2o-3 Public
Forked from h2oai/h2o-3Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PC…
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