Need for Speed: Machine Learning in the Era of Real-Time

Explore the fascinating world of real-time machine learning (RTML) in this 30-minute talk from Confluent. Dive into the evolution of solutions addressing the growing demand for quick decision-making, low latency, dynamic data adaptability, and efficient resource utilization. Discover how ML systems are advancing toward online inference and continual learning. Gain an understanding of the latest RTML techniques and essential factors to consider when designing and implementing real-time machine learning solutions. Learn about Confluent's role in pioneering data infrastructure focused on data in motion, enabling real-time data streaming across organizations to deliver rich, digital front-end customer experiences and sophisticated, real-time, software-driven backend operations.