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Overview
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Explore quantum machine learning fundamentals in this recorded MIT lecture that introduces core quantum computing concepts for machine learning applications. Learn about single and multiple-qubit states and gates, quantum circuits, and the NISQ (Noisy Intermediate-Scale Quantum) era's challenges. Gain practical insights into quantum compilation problems and examine workflow examples using neutral atom quantum computers. Master essential quantum computing principles through detailed explanations from Professor Hanrui Wang, setting a foundation for understanding the intersection of quantum computing and machine learning technologies.
Syllabus
EfficientML.ai Lecture 22: Quantum Machine Learning Part 1 (Zoom Recording) (MIT 6.5940, Fall 2024)
Taught by
MIT HAN Lab