Why would a data scientist use Kafka Jupyter Python KSQL TensorFlow all together in a single notebook? There is an impedance mismatch between model development… Read More »Apache Kafka + KSQL + TensorFlow for Data Scientists via Python + Jupyter Notebook
Machine Learning / Deep Learning models can be used in different ways to do predictions. My preferred way is to deploy an analytic model directly… Read More »Model Serving: Stream Processing vs. RPC / REST – A Deep Learning Example with TensorFlow and Kafka
I had a new talk presented at “Codemotion Amsterdam 2018” this week. I discussed the relation of Apache Kafka and Machine Learning to build a… Read More »Deep Learning Infrastructure for Extreme Scale with the Apache Kafka Open Source Ecosystem
I built a scenario for a hybrid machine learning infrastructure leveraging Apache Kafka as scalable central nervous system. The public cloud is used for training… Read More »Scalable IoT ML Platform with Apache Kafka + Deep Learning + MQTT
Deep Learning gets more and more traction. It basically focuses on one section of Machine Learning: Artificial Neural Networks. This article explains why Deep Learning… Read More »Open Source Deep Learning Frameworks and Visual Analytics
Visual Analytics and Data Discovery allow analysis of big data sets to find insights and valuable information. This is much more than just classical Business… Read More »Characteristics of Good Visual Analytics and Data Discovery Tools
