ECE275
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ECE 275 - From Statistical Mechanics to Quantum Computing: A Unified View
Electrical and Computer Engineering
College of Engineering
Full Course Title
From Statistical Mechanics to Quantum Computing: A Unified View
Instructor Name(s)
CAMSARI
Course 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.
Unit Value
4
Maximum number of times course can be repeated for additional credit
0
Maximum Units
4
Recommended Preparation
No background with the topics will be assumed. Familiarity with basics concepts of probability and programming languages (MATLAB, Mathematica, Python or others) will be helpful.
Repeat Comments
Offered as ECE 594V during the following quarters: Fall 2021, Spring 2023.