3 courses · 3 tutorials
PennyLane
Xanadu / PennyLane Team
Interactive browser-based coding exercises teaching quantum computing with PennyLane from scratch, spanning 15 modules from qubits and gates through Grover's and Shor's algorithms, error correction, and variational quantum algorithms.
Qiskit
IBM Quantum / Qiskit Team
The original open-source Qiskit Textbook, now archived on GitHub, covering everything from quantum gates and basic circuits to Grover's algorithm, Shor's algorithm, quantum error correction, and quantum machine learning with interactive Jupyter notebooks.
QUANTUM ML
Xanadu
Annual quantum hackathon run by Xanadu, the team behind PennyLane, with coding challenges covering PennyLane, hybrid algorithms, and quantum kernels. Talk recordings and challenge write-ups remain available online after each event.
Implement a patch quantum GAN in PennyLane with a parametric quantum generator and classical neural network discriminator. Covers adversarial training, mode collapse, and how entanglement contributes to output diversity.
A practical overview of what quantum computers can actually do today and in the near future: chemistry simulation, optimisation, cryptography, and machine learning.
Build a complete binary quantum classifier with angle encoding, strongly entangling layers, BCE loss, and Adam optimizer, trained on the moons dataset, with decision boundary visualization and comparison to logistic regression.