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Quantum learning index
Learn quantum computing
From concepts to evidence.
Build a precise mental model, write runnable N/M programs, and connect every lesson to local simulation evidence. Prerequisites, capability boundaries, and progress remain explicit throughout.
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01 / Learning dashboard
Learning dashboard
A local, inspectable record of your progress across courses, labs, and challenges.
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Challenge cockpit
Track your next runnable task, completion rhythm, and difficulty spread from the same place.
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Next challengeIntermediate
First Circuit: GHZ
ghz-three-qubit-correlationsOpen next
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Intermediate0/5
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Explicit prerequisites
Each course states its level, duration, and place in the wider learning sequence.
Executable examples
Run bounded local simulations and inspect the resulting evidence in your browser.
N/M practice
Move from syntax and circuits to checked programs, challenges, and project labs.
Honest capability scope
Stable, preview, experimental, and simulation-only capabilities remain distinguishable.
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02 / Academy Tracks
Structured training for every role
Follow curated paths that separate foundations, N/M programming, hardware systems, AI workflows, security, and advanced domain deep dives into practical learning journeys.
Beginner
Quantum Foundations
Build a clear mental model of qubits, gates, measurement, and the paradoxes that make quantum systems useful.
6 modulesStart path
Builder
N/M Developer
Move from syntax to runnable circuits, then connect language features to the wider QuantumSoftware system architecture.
1N/M Fundamentals2N/M Language3Write Your First Circuit4QuantumSoftware Platform5Quantum Algorithms6Quantum Advantage7System Architecture8Quantum Career
8 modulesStart path
Systems
Hardware Systems
Start with real QPU constraints, then connect noise, correction practice, and sensing pipelines as one integrated hardware stack.
4 modulesStart path
Applied
Quantum + AI
Explore hybrid model patterns, applied chemistry and finance workflows, and where quantum techniques support AI workloads.
1Quantum AI with N/M2Quantum Advantage3Hybrid Quantum-AI4Chemistry Workflows with Quantum AI5Finance Workflows with Quantum AI6Quantum Algorithms
6 modulesStart path
Advanced
Quantum Security
Study cryptography, reliability, and sensing concepts for teams planning secure post-quantum systems.
4 modulesStart path
Advanced
Domain Deep Dives
Go beyond the applied tracks into advanced hardware, fault tolerance, chemistry, finance, biology, and cosmology survey topics.
1Advanced Quantum Hardware2Fault-Tolerant Error Correction3Quantum Chemistry Theory4Quantum Finance Theory5Quantum Biology6Quantum & The Cosmos
6 modulesStart path
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03 / Auto-Graded Practice
Practice with runnable challenges
Turn lessons into checked N/M programs. Each challenge opens a Playground example with assertions and a challenge result panel.
10/10 visible
IntermediateWrite Your First Circuit
First Circuit: GHZ
Extend Bell-state thinking to a three-qubit GHZ circuit.
ghz-three-qubit-correlationsSolve
BeginnerWrite Your First Circuit
First Circuit: Assert
Check Bell-state probabilities before measuring to catch circuit mistakes.
bell-probabilitiesSolve
IntermediateQuantum Algorithms
Circuit + Probability Assert
Package a Bell pair as a small circuit template and assert its equivalence, entanglement, fidelity, resources, and probabilities.
bell-from-templateSolve
IntermediateQuantum Algorithms
Repeat + Assertion
Repeat a reversible gate block and verify the expected basis state.
repeat-identitySolve
BeginnerN/M Fundamentals
PI Angle Expression
Drive a rotation with the built-in PI constant and an arithmetic angle expression.
pi-balanced-rotationSolve
AdvancedQuantum Algorithms
2-Qubit QFT
Build a quantum Fourier transform from H, controlled-phase (CP), and SWAP gates.
qft-two-uniformSolve
AdvancedQuantum Algorithms
Inverse QFT
Use adjoint to uncompute a circuit template and verify the register returns to |00>.
inverse-qft-uncomputeSolve
IntermediateQuantum Algorithms
Controlled Block
Expand a quantum controlled block into CNOT and controlled rotations.
controlled-block-targetSolve
BeginnerN/M Fundamentals
SWAP Qubits
Move a |1> from one qubit to another with the SWAP gate and verify the basis state.
swap-excitationSolve
IntermediateQuantum Algorithms
Toffoli AND
Use CCNOT as a reversible AND gate that flips the target only when both controls are 1.
toffoli-and-targetSolve
04
04 / Course explorer
Explore the course index
Filter the full catalog by level and progress, or follow a curated path when you want a defined sequence.
Showing 33 of 33 courses
Beginner25 min
Quantum Basics
What makes quantum computers special?
Learn qubits, superposition, entanglement and measurement through small N/M examples. Distinguish local simulation from evidence of a useful quantum advantage.
5 lessons
Start learning Beginner32 min
Measurement and Collapse
Understand why observation changes a quantum state
Learn superposition, collapse, probability, measurement basis, and how N/M turns quantum state into sampled classical bits.
5 lessons
Start learning Intermediate35 min
Entanglement
Build Bell pairs and reason about quantum correlation
Learn how entangled qubits differ from independent qubits, how Bell pairs are built, why correlation is not messaging, and how this prepares teleportation.
5 lessons
Start learning Intermediate30 min
Bloch Sphere
Turn qubit state, phase, and gates into a visual mental model
Learn how one-qubit states map to a sphere, why phase matters, and how gates become rotations you can reason about before measuring.
4 lessons
Start learning Beginner45 min
N/M Fundamentals
Write your first useful N/M programs
Learn how N/M code is structured, how quantum registers are created, how gates change state, and how measurements become usable program results.
6 lessons
Start learning 2 challenges0/2
Beginner35 min
N/M Language
Your first quantum program
Learn the N/M programming language designed by QuantumSoftware. Write your first quantum program and understand how we made quantum programming as easy as regular coding.
7 lessons
Start learning Beginner46 min
Write Your First Circuit
Build, run, sample, entangle, and debug N/M programs
A hands-on N/M path that starts with one measured qubit and ends with Bell/GHZ circuits plus executable assertions.
6 lessons
Start learning 2 challenges0/2
Intermediate45 min
Quantum Gates
The building blocks of quantum programs
Explore quantum gates like Hadamard, CNOT, and Pauli gates. See how these simple operations can create powerful quantum algorithms through interactive visualizations.
8 lessons
Start learning Intermediate50 min
Quantum Algorithms
Speedups for specific problems
Explore Grover's search and Shor's factoring algorithm. Grover offers a quadratic reduction in oracle queries for unstructured search with a suitable oracle. Practical benefits depend on encoding, oracle cost, and hardware resources.
6 lessons
Start learning 6 challenges0/6
Intermediate35 min
Quantum Advantage
Separate useful speedups from hype with baselines, noise, and evidence
Learn when quantum approaches can beat classical methods, why NISQ limits matter, and how to evaluate advantage claims with fair benchmarks.
5 lessons
Start learning Intermediate50 min
Hybrid Quantum-AI
Connect quantum circuits to AI workflows
Learn how classical optimizers, quantum circuits, measurement results, and AI post-processing can work together in practical hybrid workflows.
6 lessons
Start learning Beginner25 min
Quantum Career
Turn your learning path into roles, portfolio artifacts, and next projects
Map what you learned to quantum software roles, choose your next path, understand the platform ecosystem, and export a portfolio-ready learning package.
4 lessons
Start learning Advanced35 min
Quantum Security
Plan secure systems for the post-quantum era
Study quantum cryptography, QKD concepts, post-quantum migration, and secure-channel thinking for teams planning resilient systems.
4 lessons
Start learning Intermediate43 min
Chemistry Workflows with Quantum AI
VQE-style molecular experiments
Use molecular energy estimation, VQE-style loops, drug-discovery framing, and materials simulation as reviewable quantum-AI workflows.
5 lessons
Start learning Intermediate32 min
Finance Workflows with Quantum AI
Optimization, risk, and simulation practice
Build practical intuition for portfolio optimization, risk simulation, fraud-pattern search, and responsible governance in quantum finance workflows.
4 lessons
Start learning Advanced43 min
Applied Quantum Error Correction
From noise symptoms to stabilizer practice
Connect noisy circuits, bit-flip and phase-flip errors, syndrome thinking, and runtime telemetry to practical reliability workflows.
5 lessons
Start learning Intermediate32 min
QuantumSoftware Platform
Connect Learn, N/M, runtime, and hardware
Understand how the platform connects Learn, N/M, playground examples, compiler flow, runtime scheduling, hardware, and research-to-product workflows.
4 lessons
Start learning Intermediate50 min
Quantum Hardware 101
Foundations of real QPU systems
Start with QPU building blocks: qubit technologies, cryogenic systems, control electronics, calibration, noise, and hardware-aware execution.
6 lessons
Start learning Intermediate35 min
Noisy Circuits
Practice NISQ thinking with seeds, noise, histograms, and syndromes
Learn how ideal circuits degrade under noise, why reproducible seeds matter, how depth accumulates error, and how syndrome checks bridge toward error correction.
5 lessons
Start learning Intermediate60 min
Quantum AI with N/M
Encode data, train models, compare kernels, optimize MaxCut, and diagnose trainability
A six-lesson, simulation-scale path with runnable N/M examples, three quiz prompts per lesson, and a linked hands-on lab.
6 lessons
Start learning Intermediate40 min
Advanced Quantum Hardware
Processor architectures and platform trade-offs
Go deeper into superconducting, trapped-ion, photonic, and cryogenic architectures, then compare how real platform choices shape scale, coherence, and control.
6 lessons
Start learning Advanced35 min
Fault-Tolerant Error Correction
Surface codes and reliability roadmap
Study decoherence, thresholds, logical qubits, surface-code intuition, and the long path from noisy devices to fault-tolerant quantum computing.
5 lessons
Start learning Advanced45 min
System Architecture
The full quantum software stack
See how everything fits together: from quantum hardware to cloud APIs. Learn about compilers, transpilers, hybrid computing, and how QuantumSoftware builds the N/M ecosystem.
6 lessons
Start learning Beginner35 min
Quantum Biology
Life's quantum secrets
Discover how nature uses quantum mechanics! From photosynthesis to bird navigation, explore the surprising quantum effects in living organisms that scientists are just beginning to understand.
5 lessons
Start learning Intermediate40 min
Quantum & The Cosmos
From atoms to black holes
Journey through the universe with quantum eyes! Explore Hawking radiation, the quantum vacuum, the Big Bang, and how quantum mechanics shapes the very fabric of spacetime and reality.
6 lessons
Start learning Intermediate40 min
Quantum Cryptography
The scope of QKD and post-quantum security
Compare BB84 key distribution with post-quantum cryptography, including measurement disturbance, authenticated discussion and the limits of each approach.
5 lessons
Start learning Beginner45 min
Quantum Paradoxes
Mind-bending mysteries
Explore the strangest puzzles in physics! From Schrödinger's cat to the many-worlds interpretation, dive into the philosophical mysteries that challenge our understanding of reality.
6 lessons
Start learning Intermediate35 min
Quantum Medicine
Sensing, imaging and simulation research
Explore sensing, imaging and molecular-simulation research. Separate established medical technology from proposed quantum-computing applications and their validation requirements.
5 lessons
Start learning Advanced45 min
Quantum Chemistry Theory
Molecules, materials, and electronic structure
Go deeper into why molecules are quantum systems, how electronic structure drives materials, and why simulation matters for batteries, catalysts, and superconductors.
6 lessons
Start learning Advanced35 min
Quantum Finance Theory
Markets, risk, and quantum threat models
Go deeper into how quantum computing may affect finance through optimization, risk analysis, fraud detection, pricing, and cryptographic risk.
5 lessons
Start learning Beginner30 min
Quantum Art & Creativity
Art from uncertainty
Map quantum-circuit measurement distributions to music, visual art and interactive rules, then compare the result with a classical or pseudorandom baseline.
5 lessons
Start learning Advanced40 min
Quantum Time
Time, causal order and reversibility
Study time as an evolution parameter, time crystals, causal order and reversible gates. Separate mathematical models and experimental conditions from time-travel claims.
5 lessons
Start learning Intermediate40 min
Quantum Sensing
Ultimate precision
Discover sensors that push the limits of physics! Learn how quantum devices detect gravity waves, navigate without GPS, find underground resources, and measure time with atomic clocks.
6 lessons
Start learning 05
05 / Project Labs
Turn lessons into working experiments
Each lab is designed as a small build: read the concept, open the playground, run a circuit, inspect the result, and improve the system.
Open PlaygroundBrowse all project labs
Gates + measurement
Bell State Simulator
Create an entangled pair, measure correlated outcomes, and compare ideal versus sampled results.
Feed-forward
Quantum Teleportation
Teleport a qubit through an entangled channel and apply classical feed-forward (if) corrections.
Reliability
Noise Explorer
Add a depolarizing @noise model to a Bell circuit and watch the histogram blur as depth grows.
Algorithm
Grover Search Demo
Search a four-state space, mark a target, and inspect how amplitude amplification changes the result distribution.
Algorithm
Quantum Fourier Transform
Build a two-qubit QFT from H, controlled-phase, and SWAP, then verify the uniform output.
FTQC planning
NISQ vs FTQC Resource Estimate
Run a small QFT/Toffoli sketch and compare ordinary circuit resources with surface-code planning numbers.
Runtime engine
30-Qubit Stabilizer GHZ
Use the browser-stabilizer target to inspect a large Clifford GHZ chain without a state-vector allocation.
QEC syndrome
25-Qubit Repetition Syndrome
Run a stabilizer-native repetition-code sketch that detects and corrects one bit-flip with adjacent parity checks.
Control flow
Bounded Retry Loop
Use until ... max to retry a measurement-driven step and inspect the stopping condition.
Quantum AI
Variational Quantum ML
Build an RZZ-based VQE ansatz with vector parameters and a chemistry energy expectation.
AI workflow
Hybrid Optimizer
Sketch a quantum-classical loop for search or scheduling, then reason about where acceleration could help.
Security
Secure Channel Demo
Walk through key exchange ideas and see how observation changes the state of a quantum channel.
Visualization
Basis Measurement Visualizer
Measure along X, Y, and Z bases to connect Bloch-vector axes with sampled classical bits.
Quantum AI · encoding
QML Encoding Comparison
Compare angle, amplitude, and IQP feature maps with deterministic N/M sources.
Quantum AI · VQC
XOR Re-upload Classifier
Train a supervised variational classifier and inspect loss, accuracy, and params.
Quantum AI · optimization
Optimizer and Noise Lab
Compare GD, momentum, Adam, and SPSA, including seeded depolarizing noise.
Quantum AI · kernel
Circles Fidelity Kernel
Inspect an IQP feature map and the fidelity similarities behind a circles classifier.
Quantum AI · QAOA
Triangle QAOA MaxCut
Optimize gamma and beta for a three-node MaxCut instance.
Quantum AI · diagnostics
Barren Plateau Profile
Combine the static NM-QML-301 warning with a seeded gradient-variance profile.
06
06 / N/M
Turn the next concept into a runnable program.
Open Playground with the same local runtime used throughout the courses, then inspect the circuit, execution trace, and result evidence.