Deep Learning

Streaming Machine Learning with Apache Kafka, Tiered Storage, TensorFlow

The combination of streaming machine learning (ML), Apache Kafka and Confluent Tiered Storage enables you to build one scalable, reliable,…

5 years ago

IoT Live Demo – 100.000 Connected Cars with Kubernetes, Kafka, MQTT, TensorFlow

Live Demo - 100.000 Connected Cars - Real Time Processing and Analytics with Kubernetes, Kafka, MQTT and TensorFlow leveraging Confluent…

5 years ago

Apache Kafka, KSQL and Apache PLC4X for IIoT Data Integration and Processing

Data integration and processing in Industrial IoT (IIoT, aka Industry 4.0 or Automation Industry). Apache Kafka, its ecosystem (Kafka Connect,…

5 years ago

Apache Kafka + KSQL + TensorFlow for Data Scientists via Python + Jupyter Notebook

Streaming Processing with Apache Kafka and KSQL for Data Scientists via Python and Jupyter Notebooks to build analytic models with…

6 years ago

MQTT + Apache Kafka => Video Recording from Kafka Summit Available

Processing IoT Data from End to End with MQTT and Apache Kafka => Video recording of my talk at Kafka…

6 years ago

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

KSQL UDF for sensor analytics. Leverages the new API features of KSQL to build UDF / UDAF functions easily with…

6 years ago

Model Serving: Stream Processing vs. RPC / REST with Java, gRPC, Apache Kafka, TensorFlow

Machine Learning / Deep Learning models can be used in different ways to do predictions. Natively in the application or…

7 years ago

Deep Learning at Extreme Scale 
with the Apache Kafka Open Source Ecosystem

I had a new talk presented at "Codemotion Amsterdam 2018" this week. I discussed the relation of Apache Kafka and…

7 years ago

Machine Learning Trends of 2018 combined with the Apache Kafka Ecosystem

At OOP 2018 conference in Munich, I presented an updated version of my talk about building scalable, mission-critical microservices with…

7 years ago