Deep Learning Example: Apache Kafka + Python + Keras + TensorFlow + Deeplearning4j

Posted in Apache Kafka, Big Data, Deep Learning, Integration, Java / JEE, Kafka Streams, Machine Learning, Microservices, Stream Processing on November 27th, 2018 by Kai Wähner

I added a new example to my “Machine Learning + Kafka Streams Examples” Github project:

Python + Keras + TensorFlow + DeepLearning4j + Apache Kafka + Kafka Streams“.

This blog post discusses the motivation and why this is a great combination of technologies for scalable, reliable Machine Learning infrastructures. For more details about building Machine Learning / Deep Learning infrastructures leveraging the Apache Kafka open source ecosystem, check out these two blog posts:

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Visual Analytics + Open Source Deep Learning Frameworks

Posted in Analytics, Big Data, Cloud, Hadoop, Machine Learning on April 24th, 2017 by Kai Wähner

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 is a game changer in analytics, when to use it, and how Visual Analytics allows business analysts to leverage the analytic models built by a (citizen) data scientist.

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