Qiskit
Learn Quantum Computing with Qiskit Textbook
IBM Quantum / Qiskit Team
The original Qiskit Textbook, now archived on GitHub. Gates and circuits, Grover, Shor, error correction, and quantum machine learning, as Jupyter notebooks.
Topic
Quantum ML
3 courses · 3 tutorials
Courses
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PennyLane
PennyLane Codebook: Interactive Quantum Computing Lessons
Xanadu / PennyLane Team
PennyLane's browser exercises. 15 modules, from qubits and gates through Grover, Shor, error correction, and variational algorithms.
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Xanadu
QHack 2024: Quantum Computing Hackathon and Coding Challenges
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.
Free Tutorials
- →
- advanced
- 70 minutes
Quantum Generative Adversarial Networks with PennyLane
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.
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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.
- →
- intermediate
- 50 minutes
Building a Variational Quantum Classifier from Scratch
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.