Data Platform Competency Manager, Big Data Architect at Eleks
I’ve been designing data-centric systems for last 20 years and have gained huge experience in developing and performance tuning of OLTP, DW and BI applications. Last 3 year I’m focused on Data Analytics in Big Data Clusters and implementing different innovative approaches for Fast Data Processing. At the moment my responsibility is to develop competencies for Enterprise level Data Platform at Eleks company.
Topic of presentation: Machine Learning on Fast Data
The main points of the presentation: We will start from understanding how Machine Learning can be implemented on Enterprise Level Infrastructure and will go to details and discover who trained models could be used in real-time on streaming data. I'll show with live demos how to build Machine Learning Systems in Azure Cloud using open source projects: Apache Kafka, Apache Cassandra, Apache Tensorflow, node.js and Grafana. Also I'll show examples and code from real projects.