Machine Learning

IoT Architectures for Digital Twin with Apache Kafka

A digital twin is a virtual representation of something else. This can be a physical thing, process or service. This…

5 years ago

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

Apache Kafka as Digital Twin for Open, Scalable, Reliable Industrial IoT (IIoT)

This blog post discusses the benefits of a Digital Twin in Industrial IoT (IIoT) and its relation to Apache Kafka.…

6 years ago

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…

6 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…

6 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…

7 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…

7 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…

7 years ago