Deep Learning

Apache Kafka for Conversational AI, NLP and Chatbot

Natural Language Processing (NLP) helps many projects in the real world for service desk automation, customer conversation with a chatbot,…

3 years ago

Streaming Machine Learning with Kafka-native Model Deployment

Apache Kafka became the de facto standard for event streaming across the globe and industries. Machine Learning (ML) includes model…

4 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.…

5 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…

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

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