kaiwaehner / kafka-streams-machine-learning-examplesLinks
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.
☆909Updated 2 years ago
Alternatives and similar repositories for kafka-streams-machine-learning-examples
Users that are interested in kafka-streams-machine-learning-examples are comparing it to the libraries listed below
Sorting:
- Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no addition…☆418Updated 5 years ago
- Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data☆305Updated 2 years ago
- A hybrid Big Data pipeline architecture that combines a real-time streaming layer with a batch layer to process large datasets(Lambda Arc…☆189Updated 5 months ago
- MLeap: Deploy ML Pipelines to Production☆1,532Updated last month
- One click deploy docker-compose with Kafka, Spark Streaming, Zeppelin UI and Monitoring (Grafana + Kafka Manager)☆120Updated 4 years ago
- ☆248Updated 6 years ago
- Kafka Streams Example - Some aggregates on fake stock data☆213Updated 2 years ago
- Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response☆150Updated 2 years ago
- ☆314Updated 7 years ago
- Learn Kafka Streams with several examples!☆778Updated 3 years ago
- The Internals of Apache Spark☆1,538Updated 7 months ago
- ☆75Updated 5 years ago
- Code examples for working with Kafka Streams☆256Updated 8 years ago
- A simple spark standalone cluster for your testing environment purposses☆569Updated last year
- A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python,…☆210Updated 7 years ago
- Supporting repository for the blog post at https://medium.com/@stephane.maarek/how-to-use-apache-kafka-to-transform-a-batch-pipeline-into…☆247Updated 2 years ago
- Examples for High Performance Spark☆526Updated 3 weeks ago
- Step-by-step Deep Leaning Tutorials on Apache Spark using BigDL☆210Updated 3 years ago
- ☆240Updated 4 years ago
- [EXPERIMENTAL] This repo includes deployment instructions for running HDFS/Spark inside docker containers. Also includes spark-notebook a…☆698Updated 5 years ago
- ☆159Updated 3 years ago
- Databricks - Apache Spark™ - 2X Certified Developer☆266Updated 5 years ago
- Examples for Deep Learning/Feature Store/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops☆118Updated 2 weeks ago
- A collection of templates for use with Apache NiFi.☆278Updated 9 years ago
- Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQL☆97Updated 7 years ago
- The Internals of Spark Structured Streaming☆422Updated 2 weeks ago
- Apache Spark examples exclusively in Java☆103Updated 2 years ago
- Spark Structured Streaming / Kafka / Cassandra / Elastic☆185Updated 3 years ago
- Source code for James Lee's Aparch Spark with Java course☆122Updated 4 years ago
- An example Apache Beam project.☆111Updated 8 years ago