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Quantum Information
CORE
12 units

Quantum Information Science

Qubits, entanglement, density matrices, channels, entropy, nonlocality, teleportation, cryptography, and quantum networks. Expanded with original in-page technical chapters, mathematical proofs, independently checked calculation baselines and directly embedded credited original instructor videos where relevant.

12 units38 hoursCORE
Open student course

Published syllabus

Course Units

Unit 1
189 min10 references

Qubits and the Bloch sphere

Qubits are rays, not tiny classical switches. A normalized state in C² is determined physically by two real Bloch coordinates once global phase is removed. A spin measurement along unit axis n has effects (I±n·σ)/2, so outcome probabilities depend on the projection of the Bloch vector onto that axis. The poles of the Bloch sphere represent Z eigenstates; other points represent genuine superpositions relative to Z.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
Pure states, rays, and the Bloch representation
Measurements as projections of a geometric state
Coherent phase versus classical uncertainty
Rotations, conventions, and physical interpretation
3 objectives
Unit 2
191 min10 references

Tensor products and composite systems

Two registers combine through a tensor product, which multiplies Hilbert-space dimensions. The ordered basis |00>, |01>, |10>, |11> spans two qubits; most vectors in this space do not factor into individual qubit states. Local transformations have form U_A⊗I_B and I_A⊗U_B, while genuinely entangling operations cannot be decomposed this way. The ordering convention matters when constructing Kronecker products and partial traces.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
Why composite spaces multiply dimensions
An explicitly calculated entangling circuit
Local operations and the no-signaling structure
Subsystem ordering and practical calculations
3 objectives
Unit 3
189 min10 references

Entanglement and Schmidt decomposition

Schmidt decomposition writes any bipartite pure vector as a sum of orthogonal product terms with nonnegative coefficients. The number of nonzero coefficients is the Schmidt rank. A pure state is separable exactly when that rank is one. For a Bell pair, both coefficients are 1/sqrt(2), and either marginal is maximally mixed. This bridges singular-value decomposition and entanglement without dependence on a particular computational basis.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
Schmidt decomposition from singular values
Reduced states and entanglement entropy
Degeneracy, uniqueness, and local basis changes
From Schmidt rank to operational resources
3 objectives
Unit 4
194 min9 references

Density matrices and mixed states

A density operator is positive semidefinite, Hermitian, and trace one. It represents both proper classical mixing of preparations and the operational state of a subsystem after inaccessible degrees of freedom are traced out. Ensembles of distinct pure states can give the same density matrix, so an ensemble decomposition is not a directly observable property of the operator. Purity Tr(rho²) distinguishes an ideal pure state from mixtures but does not identify why the mixing arose.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
Positive operators and spectral probabilities
Different ensembles, one operational state
Purity, Bloch length, and state estimation
Partial trace and the meaning of a subsystem
3 objectives
Unit 5
190 min9 references

Measurements and quantum channels

A generalized measurement is a family of positive effects E_a summing to the identity. A quantum channel is a completely positive trace-preserving linear map whose Kraus operators satisfy a completeness relation. The POVM determines outcome probabilities; the associated measurement instrument determines back-action. Channels describe physical state transitions, and not every merely positive map remains positive when tensored with an untouched reference system.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
POVM effects and a measurement instrument
Deriving a dephasing channel from Kraus operators
Complete positivity and an untouched reference
Channel fidelity, diamond distance, and calibration
3 objectives
Unit 6
186 min8 references

Entropy and information measures

Von Neumann entropy depends only on the eigenvalues of the density operator. It reduces to Shannon entropy for diagonal classical mixtures and equals zero for pure states. Relative entropy compares distinguishability of states, but its support condition matters when one state has zero eigenvalues. Conditional entropy in quantum information may be negative, unlike its classical counterpart, and that reflects quantum correlations rather than a negative number of physical bits.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
Entropy from eigenvalues rather than matrix entries
Conditional entropy can be negative
Relative entropy and support conditions
Mutual information and correlations
3 objectives
Unit 7
228 min10 references

Bell inequalities and CHSH tests

The CHSH expression combines correlations from two independently chosen settings at each laboratory. Any local hidden-variable model satisfying the relevant measurement-independence and outcome assumptions obeys an absolute value at most two. A maximally entangled two-qubit state with suitable measurement axes reaches 2sqrt(2). The theorem does not predict a violation for every entangled state or every choice of axes; experimental statements require a precise sampling and loophole analysis.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
The classical CHSH bound step by step
Quantum correlations and optimal measurement axes
What a Bell experiment does not imply
Noise visibility and experimental thresholds
Operational information measures and channel discrimination
3 objectives
Unit 8
231 min11 references

No-cloning and quantum teleportation

The no-cloning theorem prohibits a single linear physical operation from copying an arbitrary unknown pure state while leaving it intact. Assume U|psi>|0>=|psi>|psi> and similarly for |phi>. Preservation of inner products would require <psi|phi>=<psi|phi>², impossible for generic distinct nonorthogonal states. Teleportation instead transfers an unknown state using prior entanglement, a Bell measurement, two classical bits, and a conditional correction. It consumes the original localized input state.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
The inner-product proof of no cloning
Teleportation in the Bell basis
Resources consumed and imperfect teleportation
How no cloning protects quantum protocols
Operational information measures and channel discrimination
3 objectives
Unit 9
228 min9 references

Superdense coding and quantum key distribution

Superdense coding exploits a previously distributed Bell pair: applying one of four local Pauli operators generates four orthogonal Bell states, and sending one qubit allows a receiver to distinguish two classical bits when a full Bell measurement is available. Quantum key distribution, such as BB84, instead uses nonorthogonal preparation and basis reconciliation to detect certain adversarial disturbances under an explicit security model. These are different information tasks despite sharing qubit gates.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
Dense coding as four orthogonal Bell encodings
BB84 basis choice and sifting
Errors versus secrecy in QKD
Distinguishing classical and quantum communication costs
Operational information measures and channel discrimination
3 objectives
Unit 10
224 min7 references

Resource theories and monotones

Resource theories begin by specifying which operations are considered free. Entanglement theory often treats local operations and classical communication as free and asks how many singlets are required or distillable under these constraints. Monotones cannot increase under free operations on average. Different resources, such as coherence, magic, asymmetry and thermodynamic athermality, require different free sets and measures.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
Free operations define the resource
Majorization and pure-state entanglement conversion
Magic states and fault-tolerant computation
Resource monotones and comparisons across theories
Operational information measures and channel discrimination
3 objectives
Unit 11
214 min9 references

Quantum networks and repeaters

Quantum network protocols must account for channel loss, finite memory lifetime, entanglement-generation probability, swapping fidelity and classical communication delay. Entanglement swapping correlates remote qubits through a Bell measurement on intermediate systems, but it neither eliminates exponential fiber attenuation automatically nor makes classical messages irrelevant. Repeaters improve scaling by segmenting channels, purifying states or using error correction, at the price of substantial hardware overhead.

The subject and its physical meaning
Mathematical formulation
The original university source
Elementary links and exponential attenuation
Entanglement swapping as a state identity
Memory coherence and purification tradeoffs
Metrics for a useful quantum internet
Operational information measures and channel discrimination
3 objectives
Unit 12
224 min7 references

Reading quantum information papers

A quantum information paper should be read by identifying its exact task, resource assumptions and error metric. Distinguish theorem claims from numerical evidence; look for an explicit model of noise, input ensemble, allowed operations and complexity scaling. In channel-discrimination research, diamond norm captures ancillary-assisted distinguishability and differs from an ordinary matrix norm. In algorithm papers, query complexity is not identical to full physical runtime.

The subject and its physical meaning
Mathematical formulation
Watch the university lecture
Reading the precise scope of a claim
Methods, controls, and reproducibility
Interpreting information-theoretic metrics
From literature reading to a research question
Operational information measures and channel discrimination
3 objectives