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Learn quantum programming

:property="og:description": Sit back and learn about quantum computing, quantum machine learning, and quantum chemistry. Explore key concepts and work through practical demonstrations. :property="og:image": https://pennylane.ai/qml/_static/hubs/superhub-card.png

We have entered a new era of quantum computing, where increasingly advanced quantum devices are used to drive an active field of research and applications.

Get started in programming for quantum computers by choosing your area of interest below, or check out our full collection of demos and tutorials.

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Quantum
Computing

Learn how universal computation can be achieved using quantum-mechanical systems.

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Quantum Machine Learning

Find out how the principles of quantum computing and machine learning can be united to create something new.

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Quantum
Chemistry

Study the properties of molecules and materials using quantum computers and algorithms.

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Yellow folder with Pennylane logo Explore our new quantum datasets


Browse our full set of demonstrations and tutorials

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Demos

Dive into the code and see how to apply cutting-edge algorithms and techniques with PennyLane.

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Videos

Follow along with our experts and explore ideas in quantum computing, quantum machine learning, and quantum chemistry.

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Our aim is to bring together a community focused on quantum machine learning, and provide a leading resource hub for quantum computing education and research.

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Research-focused

Xanadu is not just a software company; we also perform high-impact research and build quantum hardware. Check out some of the papers released using our open-source software tools.

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Documented

Code documentation is important; it encourages everyone to dive straight in and begin tinkering with the code. We have the highest standard for documentation — our aim is to make everything accessible, from code to theory.

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Open-source

The physics community is embracing open-source software, bringing transparency and reproducibility to physics research. All of our software is open-source, and we are excited to be along for the ride.

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Community-driven

When we release software, we have the community in mind. Development takes place publicly on GitHub, and members of our team are available to chat on our Slack and discussion forum.

quantum-computing quantum-machine-learning quantum-chemistry glossary demonstrations videos datasets