From Statistical Mechanics to Quantum Computing: A Unified View

Catalog description

This course intertwines Statistical Mechanics, Probabilistic Graph Models, and Quantum Computing, starting with Boltzmann Law. It delves into machine learning, emphasizing Boltzmann Machines, progressing to quantum computation. This curriculum bridges statistical Machine Learning and Quantum Computing, offering a physics-based perspective.