Deploying real-time machine learning models has its own challenges: such as complexity, scalability and performance. In this seminar, Fawaz will address those challenges and demonstrate the best practices for real-time machine learning models, written in Python, Java or using remote services, from training to inference and deployment with ultra-low latency at scale and at speed, using the Hazelcast platform.