Under Pressure: Applying Machine Learning in Real-Time Systems

Explore real-time machine learning implementation strategies in this 24-minute conference talk from Data Science Conference Europe 2023. Learn how to tackle the challenges of developing ML systems that require near-instant processing across various industries, from autonomous vehicles to healthcare monitoring and fraud detection. Discover practical solutions for creating low-latency systems, ensuring scalability, and maintaining high availability without data loss. Gain valuable insights into streaming scenarios and understand how to effectively deploy machine learning solutions under pressure, with examples drawn from real-world applications and industry demands.