Resources
Learning materials from the roadmap and community submissions.
Roadmap Resources
Curated materials from the quantum-roadmap curriculum.
IBM — What is Quantum Computing?What Is Quantum Computing?
Kurzgesagt — Quantum Computers ExplainedWhat Is Quantum Computing?
3Blue1Brown — Quantum Computing playlistWhat Is Quantum Computing?
Quantum to Cosmos — Perimeter InstituteWhat Is Quantum Computing?
Quantum Computing: An Applied Approach — Jack Hidary (Ch. 1)What Is Quantum Computing?
Computing with Quantum Cats — John GribbinWhat Is Quantum Computing?
Quantum Computing Since Democritus — Scott Aaronson (Ch. 1–3)What Is Quantum Computing?
Khan Academy — Complex NumbersMathematical Prerequisites
Khan Academy — ProbabilityMathematical Prerequisites
3Blue1Brown — Essence of Calculus (optional)Mathematical Prerequisites
MIT OCW 18.06 — Gilbert Strang's Linear AlgebraLinear Algebra
3Blue1Brown — Essence of Linear AlgebraLinear Algebra
Quantum Computing: An Applied Approach — Hidary (Appendix on math)Linear Algebra
Nielsen & Chuang — Quantum Computation and Quantum Information (Ch. 2)Linear Algebra
Quantum Country — Quantum Computing for the Very CuriousLinear Algebra
Quantum Mechanics: The Theoretical Minimum — Leonard Susskind & Art FriedmanQuantum Mechanics Foundations
Susskind's Theoretical Minimum lectures — YouTubeQuantum Mechanics Foundations
Nielsen & Chuang — Ch. 2 (postulates of QM section)Quantum Mechanics Foundations
Introduction to Quantum Mechanics — David Griffiths (supplementary)Quantum Mechanics Foundations
Perimeter Institute PSI Online — Quantum TheoryQuantum Mechanics Foundations
Quantum Computation and Quantum Information — Nielsen & Chuang (Ch. 1–4, 8)Quantum Information & Computing
IBM Quantum LearningQuantum Information & Computing
Qiskit TextbookQuantum Information & Computing
Quantum Country — Quantum ComputingQuantum Information & Computing
An Introduction to Quantum Computing — Kaye, Laflamme & MoscaQuantum Information & Computing
Preskill's Lecture Notes (Ch. 1–5)Quantum Information & Computing
Nielsen & Chuang — Ch. 5–6Quantum Algorithms
Quantum Computing Since Democritus — Scott Aaronson (Ch. 9–15)Quantum Algorithms
Aaronson's Lecture Notes (CS 378)Quantum Algorithms
Quantum Algorithm ZooQuantum Algorithms
Huang, Kueng, Preskill — Classical ShadowsQuantum Algorithms
Preskill — Lecture Notes Ch. 3Quantum Algorithms
IBM Quantum LearningQuantum Programming
PennyLane TutorialsQuantum Programming
PennyLane CodebookQuantum Programming
Cirq Documentation & TutorialsQuantum Programming
Qiskit GitHubQuantum Programming
Krantz et al. — A Quantum Engineer's Guide to Superconducting QubitsHardware & Engineering
Gottesman — Stabilizer Codes and Quantum Error CorrectionHardware & Engineering
Preskill — Lecture Notes Ch. 7Hardware & Engineering
IBM Quantum Hardware DocumentationHardware & Engineering
Perimeter Institute PSI Online — Condensed MatterHardware & Engineering
Aaronson — Quantum Computing Since DemocritusAlgorithms & Complexity Theory
Watrous — Theory of Quantum InformationAlgorithms & Complexity Theory
Quantum Algorithm ZooAlgorithms & Complexity Theory
Bravyi, Gosset, König — Quantum advantage with shallow circuitsAlgorithms & Complexity Theory
PennyLane QML TutorialsQuantum Machine Learning
PennyLane CodebookQuantum Machine Learning
Machine Learning with Quantum Computers — Schuld & PetruccioneQuantum Machine Learning
Cerezo et al. — Variational Quantum AlgorithmsQuantum Machine Learning
McClean et al. — Barren PlateausQuantum Machine Learning
Biamonte et al. — Quantum Machine LearningQuantum Machine Learning
NIST PQC ProjectCryptography & Security
Shor & Preskill — Simple Proof of Security of BB84Cryptography & Security
PQCrypto conference papersCryptography & Security
Bernstein & Lange — Post-Quantum Cryptography (Springer)Cryptography & Security
Degen, Reinhard & Cappellaro — Quantum SensingSensing & Metrology
Giovannetti, Lloyd & Maccone — Quantum-Enhanced MeasurementsSensing & Metrology
Wineland Nobel LectureSensing & Metrology
Wehner, Elkouss & Hanson — Quantum Internet: A Vision for the Road AheadNetworks & Communication
Kimble — The Quantum InternetNetworks & Communication
QuTech AcademyNetworks & Communication
NetSQUID — Network Quantum SimulatorNetworks & Communication
McArdle et al. — Quantum Computational ChemistryQuantum Simulation
PennyLane Quantum Chemistry TutorialsQuantum Simulation
Qiskit NatureQuantum Simulation
Coursera — Quantum Optics 1: Single PhotonsOptics & Photonics
Introductory Quantum Optics — Gerry & KnightOptics & Photonics
Quantum Optics: An Introduction — Mark FoxOptics & Photonics
KLM Paper — Knill, Laflamme, MilburnOptics & Photonics
Speakable and Unspeakable in Quantum Mechanics — John BellFoundations & Philosophy
The Emperor's New Mind — Roger PenroseFoundations & Philosophy
Stanford Encyclopedia of Philosophy — Quantum MechanicsFoundations & Philosophy
Perimeter Institute — Foundations of Quantum TheoryFoundations & Philosophy
Bell test — Delft 2015 loophole-free testFoundations & Philosophy
Penrose & Hameroff — Orchestrated Reduction of Quantum CoherenceConsciousness & Neuroscience
Tegmark — Why the Brain is Probably Not a Quantum Computer (Phys Rev E 2000)Consciousness & Neuroscience
Engel et al. — Evidence for wavelike energy transfer in photosynthetic systems (Nature 2007)Consciousness & Neuroscience
The Emperor's New Mind — Roger PenroseConsciousness & Neuroscience
Shadows of the Mind — Roger PenroseConsciousness & Neuroscience
McKinsey — Quantum Technology MonitorIndustry & Ecosystem
BCG — The Quantum AdvantageIndustry & Ecosystem
Quantum Economic Development Consortium (QED-C)Industry & Ecosystem
National Quantum Initiative (US)Industry & Ecosystem
Quantum Flagship (EU)Industry & Ecosystem
Gottesman — Stabilizer Codes and QECError Correction & Fault Tolerance
Preskill — Lecture Notes Ch. 7Error Correction & Fault Tolerance
Nielsen & Chuang — Ch. 10Error Correction & Fault Tolerance
Fowler et al. — Surface CodesError Correction & Fault Tolerance
Litinski — A Game of Surface CodesError Correction & Fault Tolerance
Panteleev & Kalachev — Asymptotically Good Quantum LDPC CodesError Correction & Fault Tolerance
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