kaiwaehner / 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.
☆842Updated 9 months ago
Related projects: ⓘ
- Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no addition…☆402Updated 3 years ago
- Demo applications and code examples for Apache Kafka's Streams API.☆56Updated this week
- MLeap: Deploy ML Pipelines to Production☆1,499Updated 2 months ago
- Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data☆289Updated 9 months ago
- The Internals of Apache Spark☆1,461Updated last week
- A collection of open source Apache 2.0 Kafka Connector maintained by Lenses.io.☆1,004Updated this week
- Code examples for working with Kafka Streams☆253Updated 7 years ago
- Sparkling Water provides H2O functionality inside Spark cluster☆961Updated 2 months ago
- Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response☆145Updated 9 months ago
- A tutorial on the most important features and idioms of Scala that you need to use Spark's Scala APIs.☆673Updated 2 years ago
- Deep Learning Pipelines for Apache Spark☆1,989Updated last year
- Kafka UI and Monitoring Tool☆399Updated 3 years ago
- Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQL☆94Updated 5 years ago
- Learn Kafka Streams with several examples!☆758Updated 2 years ago
- A simple spark standalone cluster for your testing environment purposses☆548Updated 6 months ago
- Kafka Docker for development. Kafka, Zookeeper, Schema Registry, Kafka-Connect, Landoop Tools, 20+ connectors☆2,011Updated 3 weeks ago
- Apache Spark training material☆401Updated 8 years ago
- ☆348Updated this week
- Confluent Platform Demo including Apache Kafka, ksqlDB, Control Center, Schema Registry, Security, Schema Linking, and Cluster Linking☆33Updated this week
- Examples for High Performance Spark☆497Updated 3 weeks ago
- Kafka Streams Example - Some aggregates on fake stock data☆207Updated 9 months ago
- Supporting repository for the blog post at https://medium.com/@stephane.maarek/how-to-use-apache-kafka-to-transform-a-batch-pipeline-into…☆240Updated 9 months ago
- A free tutorial for Apache Spark.☆979Updated 3 years ago
- ☆303Updated 5 years ago
- REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models☆580Updated 2 weeks ago
- Serverless proxy for Spark cluster☆326Updated 3 years ago
- Snippets and small examples demonstrating kafka features and configs☆645Updated 2 years ago
- The Internals of Spark Structured Streaming☆415Updated last year
- Spark Gotchas. A subjective compilation of the Apache Spark tips and tricks☆360Updated 7 years ago