Analytics

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 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

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

Deep Learning in Real Time with TensorFlow, H2O.ai and Kafka Streams (Slides from JavaOne 2017)

Apache Kafka + Kafka Streams to Produductionize Neural Networks (Deep Learning). Models built with TensorFlow, DeepLearning4J, H2O. Slides from JavaOne…

7 years ago

Kafka Streams + H2O.ai + TensorFlow (Video Recording / Live Demo)

I do a lot of presentations these days at meetups and conferences about how to leverage Apache Kafka and Kafka…

8 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.…

8 years ago

Why I Move (Back) to Open Source for Messaging, Integration and Stream Processing

After three great years at TIBCO Software, I move back to open source and join Confluent, the company behind the…

8 years ago

Visual Analytics + Open Source Deep Learning Frameworks

Deep Learning gets more and more traction. It basically focuses on one section of Machine Learning: Artificial Neural Networks. This…

8 years ago