Introduction to MLOps at the Edge

Introduction to MLOps at the Edge

Explore the world of MLOps at the edge in this comprehensive conference talk from Conf42 Machine Learning 2023. Delve into the limitations of cloud computing, including internet dependence, high latency, and security concerns. Discover edge computing as a solution, learning its drivers, types, and benefits such as low latency and increased privacy. Examine real-world applications in water management and energy flexibility. Understand the synergy between edge, cloud, and AI, and how MLOps manages this complexity. Gain insights into edge computing platforms, technological stacks, and potential applications through a detailed demo and expert analysis.