Simplify and accelerate developments in adaptable AI and machine learning-powered decision support systems.
We are proud to introduce Applications, the new, exciting feature included in Helicon, Radicalbit’s real-time machine learning platform.
Thanks to Applications, it is now possible to present all the artifacts implemented within the platform (streams, pipelines and models) as a single service, accessible via a simple HTTPS request, in a secure and scalable way. Integrating real-time data science workflows has become more and more effortless.
Kafka Summit is the premier event for developers, architects, data engineers, DevOps professionals, and streaming data lovers. Hosted by Confluent, the event has been a blast with over 1.500 people joining two days filled with workshops, talks and networking. Radicalbit joined the event for the second year in a row as Sponsor and Speaker, and in this blog post we’d like to share the best take home messages from Kafka Summit 2023.
Gartner has recently included Adaptive AI as one of the Top Strategic Technology Trends in 2023. It can be seen as an AI system that adapts to changing real-world situations and continuously evolves based on real-time data. Adaptive AI leverages event stream processing to retrain learning models and thus adjust for unforeseeable circumstances.
Moving Artificial Intelligence models to production environments for IT businesses is as much crucial as painful. This article will show how to wrap ML models into containers, how Seldon helps Ops engineers to orchestrate thousands of models together and how Apache Kafka connects these assets with heterogeneous data and heavy workloads.