We are thrilled to share the exciting news that Radicalbit will be participating as a speaker at the upcoming Big Data Conference taking place in Vilnius from November 22nd to 24th!
Our Senior Data Scientist, Mauro Mariniello, will be taking the stage on November 23rd at 2:15 PM (EET time) to deliver the talk “Streams to the River: Powering an Online XGBoost Classifier with Kafka.“
What will we talk about?
In his talk, Mauro will explain the concept of Online Machine Learning, shedding light on how it operates and emphasizing the fundamental distinctions between the Online and Offline approaches. This serves as a foundation for a deep dive into the applications of Apache Kafka.
Mauro will demonstrate how Kafka‘s robust capabilities were harnessed to facilitate the training of an Online XGBoost Classifier model using data streams. This model was thoughtfully adapted for River, a state-of-the-art Python library designed specifically for streaming machine learning. The presentation will finally showcase how this particular model seamlessly integrates with Radicalbit’s MLOps platform, Helicon, enabling efficient and scalable deployment.
One of the key objectives of Mauro’s presentation is to provide an operational and executive perspective on Radicalbit’s collaborative efforts, underlining the synthesis of skills and expertise within our team. He will also spotlight the use case developed by Lorenzo D’Agostino, one of our DevOps Engineers, during his internship with Radicalbit.
Mark your calendars for November 23rd; we can’t wait to connect with you in Vilnius at the Big Data Conference!
Follow this link to explore all the details and updates regarding the event.
Radicalbit @ Big Data Conference Europe ‘23
The days between November 21 and 24 were truly exciting as we had the honour of presenting a live talk at the Big Data Conference Europe 2023 in Vilnius, Lithuania. This experience wasn't just a deep dive into cutting-edge topics but also an immersion into Lithuanian...
Why do we need MLOps?
MLOps and AI infrastructures are topics that have been widely discussed in recent months, even more so after the rise of technologies around LLMs like ChatGPT. In this blog post, we're going to give a short and gentle introduction to these concepts by...
Helicon and Data Integrity: a match made in Heaven
As Jane Austen would say, it is a truth universally acknowledged, that a machine learning model is only as good as the data it receives. This applies both to the data used for training it, and also to the data fed into it at inference time. The former case is...
Revolutionizing AI with Hugging Face: Productionizing the Power of Large Language Models
In the field of artificial intelligence, few innovations have been as disruptive as Large Language Models (LLMs), renowned for their ability to understand and generate human-like text. These models, powered by cutting-edge technologies, are reshaping industries...
Radicalbit joins World Summit AI 2023!
We are excited to announce that Radicalbit is all set to join World Summit AI 2023 from 11th to 12th October 2023 as Bronze Event Partner and speaker! Alessandro Conflitti, Head of Data Science at Radicalbit, will take the stage with his talk: "Zen & the Art of...
How Helicon Applications reduce TTM
We are proud to introduce Applications, the new, exciting feature included in Helicon, Radicalbit’s MLOps platform. Thanks to Applications, it is now possible to present all the artifacts implemented within the platform (streams, pipelines and models) as...