PennyLane Codebook: Interactive Quantum ML Learning
Xanadu / PennyLane Team
quantum ML
5 courses · 3 tutorials
Courses
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Learn Quantum Computing with Qiskit Textbook
IBM Quantum / Qiskit Team
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Xanadu Quantum Codebook
Xanadu
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Quantum Machine Learning
University of Toronto / Peter Wittek
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QHack 2024: Quantum Machine Learning Challenge Course
Xanadu / QOSF Community
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.
- →
- 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.