5 Machine Learning Trends for 2018 Combined With Apache Kafka Ecosystem - DZone AI

At the OOP 2018 conference in Munich, I presented an updated version of my talk about building scalable, mission-critical microservices with the Apache Kafka ecosystem and deep learning frameworks like TensorFlow, DeepLearning4J, or H2O. I want to share the updated slide deck and discuss a few updates about newest trends, which I incorporated into the talk. The main story is the same as in my Confluent blog post about the Apache Kafka ecosystem and machine learning. But I focused more on deep learning/neural networks. I also discussed a few innovations in the ecosystem of Apache Kafka and trends in ML in the last months: KSQL, ONNX, AutoML, and ML platforms from Uber and Netflix.