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Quantum Machine Learning

Beginner Quantum Machine Learning
by Pavel
University approvals: 1 (ZHAW - Zürcher Hochschule für Angewandte Wissenschaften: 1)

  • Scientific Workflow for QML Card
  • QML Foundations: Why Quantum Machine Learning? Card
  • Qubits and the Bloch Sphere Card
  • Single-Qubit Gates and Circuit Composition Card
  • State Evolution and Interference Intuition Card
  • Entanglement: Bell and GHZ States Card
  • Measurement and Born Rule Card
  • Observables, Expectation Values, and Pauli Operators Card
  • Primitives: Sampler vs Estimator Card

  • Encoding classical data into quantum states Card
  • Amplitudes, tensor products, and phase-only gates Card
  • Overlap, fidelity, and simple feature-map kernels Card
  • Entangling blocks in feature maps Card
  • Kernel estimation in QML workflows Card
  • Kernels, baselines, and re-uploading Card

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