Python

GenAI Demo with Kafka, Flink, LangChain and OpenAI

Generative AI (GenAI) enables automation and innovation across industries. This blog post explores a simple but powerful architecture and demo…

10 months ago

Quix Streams – Stream Processing with Kafka and Python

Over 100,000 organizations use Apache Kafka for data streaming. However, there is a problem: The broad ecosystem lacks a mature…

1 year 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

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

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

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

Video Recording – Apache Kafka as Event-Driven Open Source Streaming Platform (Voxxed Zurich 2018)

I spoke at Voxxed Zurich 2018 about Apache Kafka as Event-Driven Open Source Streaming Platform. The talk includes an intro…

7 years ago

Apache Kafka Streams + Machine Learning (Spark, TensorFlow, H2O.ai)

Apache Kafka Streams to build Real Time Streaming Microservices. Apply Machine Learning / Deep Learning using Spark, TensorFlow, H2O.ai, etc.…

7 years ago

Comparison: Data Preparation vs. Inline Data Wrangling in Machine Learning and Deep Learning Projects

Data Preparation: Comparison of Programming Languages, Frameworks and Tools for Data Preprocessing and (Inline) Data Wrangling in Machine Learning /…

8 years ago