Topic
Optimisation
0 courses · 3 tutorials
Free Tutorials
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- intermediate
- 25 min read
QAOA: Quantum Approximate Optimisation Algorithm with PennyLane
Implement the Quantum Approximate Optimisation Algorithm to solve the MaxCut graph problem using PennyLane, and understand how QAOA bridges quantum computing and combinatorial optimisation.
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- beginner
- 20 min
Quantum Computing Applications: What Problems Can It Solve?
A practical overview of what quantum computers can actually do today and in the near future: chemistry simulation, optimisation, cryptography, and machine learning.
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- advanced
- 35 min
Quantum Natural Gradient in PennyLane
Implement quantum natural gradient descent in PennyLane using the quantum Fisher information matrix. Compare convergence against standard gradient descent on a VQE benchmark.