Machine Learning

Apache Kafka in the Automotive Industry

In November 2019, I had the pleasure to visit "Motor City" Detroit. I met with several automotive companies, suppliers, startups…

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 + 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

Deep Learning Example: Apache Kafka + Python + Keras + TensorFlow + Deeplearning4j

"Python + Keras + TensorFlow + DeepLearning4j + Apache Kafka + Kafka Streams" => New example added to my "Machine…

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…

6 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