Bringing ML Online: Defining ML Features in Real-Time with Bytewax

In this talk, we will dive into the often-overlooked yet crucial component of real-time ML systems. We will introduce you to a newer tool to the Python ecosystem, Bytewax—a cutting-edge open source Python stream processor. You will learn how Bytewax makes it easy to add real-time capabilities to products and specifically, how to build real-time feature pipelines with streaming data in Python.