[Quantum computing](https://en.wikipedia.org/wiki/Quantum_computing) utilises quantum mechanical phenomenon such as entanglement and superposition to manipulate qubits to perform computation on a quantum computer. Currently available are tools to create and run programs on publicly usable quantum computers as well as resources to learn about them.
This is a curated list of up-to-date resources on learning about and developing on quantum computers. The goal is to build a categorised community-driven collection of up to date, high quality resources.
Sharing, suggestions and contributions are always welcome! Please take a look at the contribution guidelines and quality standard first. Thanks to all contributors, you're awesome and it wouldn't be possible without you!
- [An Interactive Introduction to Quantum Computing](https://davidbkemp.github.io/QuantumComputingArticle/) - Interactive learning for quantum gate computing by David Kemp.
- [Chris Ferrie](https://csferrie.medium.com/) - Univeristy Professor in Sydney, Australia, author of Quantum Computing for babies (and many more) as well as excellent Quantum Computing lectures on Medium.
- [Documentation for Strawberry Fields](https://strawberryfields.readthedocs.io/en/latest/) - Background information on the photonic continuous-variable approach to quantum computation, as well as tutorials for Xanadu’s SDK.
- [IBM Q Full User Guide](https://quantumexperience.ng.bluemix.net/qx/tutorial?sectionId=full-user-guide&page=introduction) - Short tutorials providing a gentle introduction to quantum computing and IBM Q.
- [Introduction to Quantum Computing](https://home.cern/news/announcement/computing/online-introductory-lectures-quantum-computing-6-november) - Online introductory lectures on quantum computing by CERN (European Organization for Nuclear Research).
- [Quantum Algorithm Implementations for Beginners](https://arxiv.org/pdf/1804.03719.pdf) - A brif survey of 20 different quantum algorithms using qiskit.
- [Quantum Algorithms](https://quantumalgorithms.org/) - Open-source set of lectures notes on quantum algorithms, with a focus on machine learning and data analysis.
- [Quantum Computer Programming](https://cs269q.stanford.edu/syllabus.html?fbclid=IwAR09_JNstMi4WVU4oMHDpWR6xWaSISlrYPjWTUTnhcRdEQhzpoOTRgQN8LI) - Hands on Stanford course teaching quantum computing to those without a quantum mechanical background.
- [Quantum Computing Foundations](https://docs.microsoft.com/en-us/learn/paths/quantum-computing-fundamentals/) - Microsoft Learn learning path covering Azure Quantum and elements of quantum computing.
- [Quantum Computing with Amazon Braket SDK](https://www.manning.com/liveprojectseries/quantum-computing-with-amazon-braket-sdk-ser) - Manning liveProject series that introduces Braket API and guides the learner through implementation of several simple algorithms.
- [Quantum Computing with Microsoft QDK](https://www.manning.com/liveprojectseries/quantum-computing-with-five-projects) - Manning liveProject series that guides the learner through implementation of a variety of protocols and algorithms using Microsoft QDK.
- [QWorld's Bronze-Qiskit](https://gitlab.com/qworld/bronze-qiskit) - Very accessible computation/programming oriented tutorials. It begins from basics of matrices up to grover's algorithm. There are also accompanying videos which explain the tutorials.
- [Brilliant.org Quantum Computing](https://brilliant.org/courses/quantum-computing/) - Explanations through problems. Curated along with Microsoft and Alphabet X.
- [Introduction to Quantum Information Science](https://www.arturekert.org/iqis) - “Introduction to Quantum Information” by Professor Artur Ekert at the University of Oxford.
- [MIT Quantum Information Sciences](https://ocw.mit.edu/courses/media-arts-and-sciences/mas-865j-quantum-information-science-spring-2006/lecture-notes/) - Series of lecture notes on the MIT quantum information sciences course.
- [Programming a Quantum Computer with Qiskit](https://www.coursera.org/projects/programming-quantum-computer-qiskit) - 2-hour guided course focusing on learning how to code for a Quantum Computer leveraging Qiskit.
- [QC101 Quantum Computing & Quantum Physics for Beginners](https://www.udemy.com/qc101-introduction-to-quantum-computing-quantum-physics-for-beginners/) - Introductory course on quantum cryptography and how to run quantum programs.
- [Quantum Computing: Theory to Simulation and Programming](https://www.udemy.com/course/quantum-computing/) - Understanding the D-Wave Quantum Annealer architecture along with a few practical tasks.
- [Quantum Cryptography](https://www.edx.org/course/quantum-cryptography-caltechx-delftx-qucryptox-0) - Learn how quantum communication provides security that is guaranteed by the laws of nature.
- [Quantum Information Science I, Part I](https://www.edx.org/course/quantum-information-science-i) - Foundational course on quantum information and computation.
- [Quantum Machine Learning](https://www.edx.org/course/quantum-machine-learning) - Learn about the benefits quantum technologies can provide to machine learning.
- [Quantum Mechanics and Quantum Computation](https://www.edx.org/course/quantum-mechanics-quantum-computation-uc-berkeleyx-cs-191x) - Conceptual introduction to the fundamental principles of quantum mechanics.
- [The Introduction To Quantum Computing](https://www.coursera.org/learn/quantum-computing-algorithms) - A subtle introduction to computation, the math behind it and its quantum counterparts followed by in-depth discussion of a few quantum algorithms.
- [Quantum Computing. Less Formulas - More Understanding](https://www.coursera.org/learn/quantum-computing-lfmu) - Same professor of the previous course, this time more focused on quantum concepts rather than math.
- [The Quantum Internet and Quantum Computers: How Will They Change the World?](https://www.edx.org/course/quantum-internet-quantum-computers-how-delftx-qtm1x) - Learn the principles and promises behind developments in quantum computers and quantum internet and how they will impact our future.
- [Understanding Quantum Computers](https://www.futurelearn.com/courses/intro-to-quantum-computing) - Introduction to the key concepts of quantum computing with minimal mathematics.
- [Amazon Braket](https://aws.amazon.com/braket/) - Fully managed service providing a development environment to run quantum circuits on quantum simulators and computers.
- [Covalent](https://github.com/AgnostiqHQ/covalent) - Framework for distributed computing on heterogeneous infrastructure from CPUs to GPUs to quantum computers.
- [PennyLane](http://github.com/XanaduAI/pennylane) - Open source framework for quantum computing and quantum machine learning that integrates various other platforms.
- [pytket](https://cqcl.github.io/pytket/build/html/index.html) - Python module for interfacing with Cambridge Quantum Computing's t|ket>; a tool for circuit optimising and qubit allocation.
- [Strangeworks Platform](https://quantumcomputing.com/) - A hardware agnostic platform and interface allowing for focus on development rather than specific hardware solution building.
- [TensorFlow Quantum](https://www.tensorflow.org/quantum) - A quantum machine learning library that integrates Cirq with TensorFlow for prototyping of hybrid quantum-classical models for classical or quantum data.
- [Tequila](https://github.com/aspuru-guzik-group/tequila) - An Extensible Quantum Information and Learning Architecture developed by Alan Aspuru-Guzik group (University of Toronto).
- [Algorithmic Assertions](http://algassert.com/) - About quantum computing and computing in general by Craig Gidney - a member of Google Quantum Computing Team.
- [Musty Thoughts](http://mustythoughts.com) - Personal blog of Michał Stęchły, includes many articles for people starting to learn about quantum computing.
- [Quantum Frontiers](https://quantumfrontiers.com/) - By the Quantum Institute for Quantum Information and Matter, sharing behind the scenes research insights.
- [The Quantum Daily](https://thequantumdaily.com/) - Outlet for the latest news in quantum computing, presenting articles for both research scientists and the curious Sunday newspaper reader.
- [An Introduction to Quantum Computing](https://www.amazon.com/Introduction-Quantum-Computing-Phillip-Kaye/dp/019857049X/) - Strikes an excellent balance between accessiblity and mathematical rigour. It is suitable for undergraduate students.
- [Classical and Quantum Computation](https://books.google.com.au/books/about/Classical_and_Quantum_Computation.html?id=TrMposZZ0MQC&redir_esc=y) - Introduction to fundamentals of classical and quantum computing.
- [Introduction to Classical and Quantum Computing](http://www.thomaswong.net/) - Introductory quantum computing textbook. The only prerequisite is trigonometry, and it teaches the math along the way.
- [Learn Quantum Computation using Qiskit](http://community.qiskit.org/textbook) - An open-source textbook covering quantum algorithms and showing how to run them on real hardware using Qiskit. Also covers prerequisites.
- [Learn Quantum Computing with Python and Q#](https://www.manning.com/books/learn-quantum-computing-with-python-and-q-sharp) - Introduces quantum computing using Python and Q#, Microsoft's new language for quantum programming.
- [Problems and Solutions in Quantum Computing](https://www.worldscientific.com/worldscibooks/10.1142/6077#) - Easy to advanced quantum computing and information problems with detailed solutions.
- [Programming Quantum Computers: Essential Algorithms and Code Samples](https://www.amazon.com/Programming-Quantum-Computers-Essential-Algorithms/dp/1492039683) - Hands-on introduction to quantum computing that focuses on concepts and programming examples (in multiple languages).
- [Quantum Computation and Quantum Information](http://mmrc.amss.cas.cn/tlb/201702/W020170224608149940643.pdf) - Comprehensive textbook for those with some prior knowledge in mathematics, computer science and physics.
- [Quantum Computing: An Applied Approach](https://www.springer.com/gp/book/9783030239213) - A hands on introduction into quantum computing that explains the foundations of quantum computing to the mathematics behind quantum systems.
- [Quantum Computing: A Gentle Introduction](http://mmrc.amss.cas.cn/tlb/201702/W020170224608150244118.pdf) - Explains quantum computing with only basic college maths knowledge needed.
- [Quantum Computing Explained](https://www.amazon.com/Quantum-Computing-Explained-David-McMahon/dp/0470096993) - Conversational approach to explaining quantum computing with worked solutions.
- [Quantum Computing for Computer Scientists](https://www.amazon.com/Quantum-Computing-Computer-Scientists-Yanofsky/dp/0521879965) - Quantum computing explained using an approach accessible to undergraduate computer science students.
- [Quantum Computing for Everyone](https://www.amazon.com/Quantum-Computing-Everyone-Mit-Press/dp/0262539535) - Introduction into topics such as qubits, entanglement, and quantum teleportation for the general reader.
- [Quantum Computing for the Quantum Curious](https://link.springer.com/book/10.1007%2F978-3-030-61601-4) - Freely available quantum computing textbook aimed at high school students, undergraduate students and the general public.
- [Quantum Computing in Action](https://www.manning.com/books/quantum-computing-in-action) - For Java developers at all levels who want an early start in quantum computing.
- [Understanding Quantum Technologies](https://www.oezratty.net/wordpress/2021/understanding-quantum-technologies-2021/) - Excellent Book which provides a 360 degree approach of quantum technologies encompassing all dimensions.
- [Quantum Computing Since Democritus](https://www.amazon.com/Quantum-Computing-since-Democritus-Aaronson/dp/0521199565) - A cute introduction to quantum computing and computational complexity theory. It is intended for the widest possible target audience, and contains some topics of relevance to philosophy.
- [Seth Lloyd. Programming the Universe_ A Quantum Computer Scientist Takes on the Cosmos](https://www.amazon.com/Programming-Universe-Quantum-Computer-Scientist-ebook/dp/B000GCFBP6) - What if the universe is a giant quantum computer? It takes the reader throuogh a journey of computational model of the universe and its implications on physics.
- [The Fabric of Reality: The Science of Parallel Universes and Its Implications](https://www.amazon.com/Fabric-Reality-Parallel-Universes-Implications/dp/014027541X) - It is of philosophical spirit, about revealing a unified fabric of reality explanation.
- [Anastasia Marchenkova](https://www.youtube.com/channel/UCzaYH6WeohiHKj3Ih_GdZdQ) - Youtube channel focusing on quantum computing topics and general technology.
- [Circuit Sessions](https://www.youtube.com/watch?v=Omv-bPvQ3E8&list=PLOFEBzvs-VvrRlVz7wqaqmaMZj_ZK2Afe) - Qiskit series exploring the value and use of quantum circuits through a lecture series by academics and industry researchers.
- [Coding with Qiskit video series](https://www.youtube.com/playlist?list=PLOFEBzvs-Vvp2xg9-POLJhQwtVktlYGbY) - YouTube video series showing how to write quantum algorithms.
- [Introduction to Quantum Programming](https://skillsmatter.com/skillscasts/11929-programming-the-world-s-first-quantum-computers-using-forest) - The why and how of quantum programming with a focus on the Python Forest SDK from Rigetti.
- [Ph/CS 219A at Caltech: Quantum Computation](https://www.youtube.com/playlist?list=PL0ojjrEqIyPy-1RRD8cTD_lF1hflo89Iu) - Lectures for the first term of a course on quantum computation taught at Caltech in Fall 2020, by John Preskill.
- [Quantum Computing for Computer Scientists](https://www.youtube.com/watch?v=F_Riqjdh2oM) - Microsoft Research Talk on introductory quantum computing for computer scientists. Duration: 1 hour, 28 minutes.
- [Quantum Computing for the Determined](https://www.youtube.com/playlist?list=PL1826E60FD05B44E4) - A series of lectures on quantum computing basics by [Michael Nielsen](http://michaelnielsen.org/).
- [Quantum Computation and Information at CMU](https://www.youtube.com/playlist?list=PLm3J0oaFux3YL5qLskC6xQ24JpMwOAeJz) - A series of lectures on quantum computing by [Professor O'Donnell at CMU](https://www.cs.cmu.edu/~odonnell/quantum18/).
- [Quantum Impact](https://www.youtube.com/playlist?list=PLFPUGjQjckXFsOEBvvaDeIk5GxctP0ZhX) - Understand how quantum computing can help scientists solve some of the world's most challenging problems such as land optimisation.
- [Quantum Mechanics by PBS Space Time](https://www.youtube.com/playlist?list=PLsPUh22kYmNCGaVGuGfKfJl-6RdHiCjo1) - YouTube playlist targeting a wide audience with generic concepts around Quantum Mechanics and Computing.
- [Pennylane Discussion Forum](https://discuss.pennylane.ai/) - Discussion forum for quantum machine learning, both using simulations and on near term hardware.
- [Quantum Inferiority](https://matrix.to/#/#quantum_inferiority:chat.weho.st) - Quantum Programming Chat on matrix, language agnostic, expertise not required.
- [Quantum Information and Quantum Computer Scientists of the World Unite](https://www.facebook.com/groups/qinfo.scientists.unite/) - Facebook group for quantum research discussion.
- [Q# Community](https://qsharp.community) - Community contributed libraries, projects, and demos for the Q# language.
- [Quantum Computing Now](https://anchor.fm/quantumcomputingnow) - Podcast by Ethan Hansen covering three main topics: the basics of quantum computing, interviews and the latest news.
- [The Qubit Guy's Podcast](https://www.classiq.io/insights#podcasts) - Podcast by Yuval Boger from [Classiq Technologies](https://www.classiq.io) featuring thought leaders from the quantum computing industry.
- [Quantum Computing in Portuguese](https://github.com/smendoncabruna/ComputacaoQuantica) - A repository with curated content on Quantum Computing in Portuguese.
To the extent possible under law, [Desiree Vogt-Lee](https://github.com/desireevl) has waived all copyright and related or neighboring rights to this work.
