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Course Outline

Foundations of Quantum Mechanics

  • Core principles of quantum mechanics
  • Quantum states and the role of qubits
  • Concepts of superposition and entanglement

Basics of Quantum Computing

  • Quantum circuits and gate operations
  • Measurement techniques and qubit control
  • Introduction to algorithmic design in quantum systems

Quantum Algorithmics

  • Survey of key quantum algorithms
  • The Quantum Fourier Transform and its uses
  • Grover's algorithm for search optimization

Quantum AI and Machine Learning

  • Algorithms for quantum machine learning
  • Architecture of quantum neural networks
  • Strategic applications of Quantum AI

Challenges and Future Trajectories

  • Technical barriers in Quantum AI development
  • Ethical frameworks and societal influence
  • Emerging trends and research pathways in Quantum AI

Lab Project

  • Simulation of quantum algorithms using Qiskit or equivalent frameworks
  • Construction of a basic quantum machine learning model
  • Group collaboration to propose an innovative Quantum AI application

Requirements

  • A foundational understanding of linear algebra and quantum mechanics
  • Proficiency in Python programming

Target Audience

  • AI professionals
  • AI researchers
 14 Hours

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