Quantum AI · Intermediate

Open lessons alphabetically—the early slots merge bundled long-form pages; later drills rotate circuit scaffolds, calibration matrices, mitigation YAML, and shot-budget tableaux seeded per lesson.

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Showing page 1 of 6 · 170 lessons total

Quantum AI Intermediate — 001: Grover’s search algorithm

Quadratic speedup for unstructured search.

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Quantum AI Intermediate — 002: Quantum Fourier transform

Basis change underpinning phase estimation and Shor.

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Quantum AI Intermediate — 003: Shor’s algorithm (overview)

Reduction from factoring to order finding and QFT sampling.

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Quantum AI Intermediate — 004: Variational quantum eigensolver (VQE)

Hybrid loops for chemistry and materials on NISQ hardware.

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Quantum AI Intermediate — 005: QAOA for combinatorial optimization

Alternating mixer and problem Hamiltonians.

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Quantum AI Intermediate — 006: Quantum machine learning landscape

Opportunities and caveats on near-term devices.

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Quantum AI Intermediate — 007: Quantum kernels and feature maps

Encoding classical data into quantum Hilbert space.

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Quantum AI Intermediate — 008: Barren plateaus in QML

Gradients vanishing in deep random circuits.

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Quantum AI Intermediate — 009: Quantum error correction intro

Logical qubits from many physical qubits.

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Quantum AI Intermediate — 010: chart error-mitigation rollback paths on `Error mitigation RACI rehearsals` — memo `275526 [10]`

Fault-tolerance vocabulary `Error mitigation RACI rehearsals` sprint. mix `160703`; digest `Error mitigation RACI rehearsals`.

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Quantum AI Intermediate — 011: compare topology-native vs bridged swaps on `Transpilation trade-off matrices` — memo `703455 [11]`

Benchmark-sceptic `Transpilation trade-off matrices` worksheet. mix `127519`; digest `Transpilation trade-off matrices`.

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Quantum AI Intermediate — 012: trace coherence vs circuit depth on `Transpilation trade-off matrices` — memo `696128 [12]`

Queue-incident `Transpilation trade-off matrices` walkthrough. mix `65707`; digest `Transpilation trade-off matrices`.

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Quantum AI Intermediate — 013: document mitigation knobs per hardware gen on `Transpilation trade-off matrices` — memo `311089 [13]`

Queue-incident `Transpilation trade-off matrices` walkthrough. mix `140412`; digest `Transpilation trade-off matrices`.

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Quantum AI Intermediate — 014: budget shots against calibration drift on `Transpilation trade-off matrices` — memo `368541 [14]`

Teaching `Transpilation trade-off matrices` with ISA nouns. mix `82267`; digest `Transpilation trade-off matrices`.

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Quantum AI Intermediate — 015: chart error-mitigation rollback paths on `Transpilation trade-off matrices` — memo `876993 [15]`

Synthetic Quantum AI `Transpilation trade-off matrices` circuit drill. mix `179167`; digest `Transpilation trade-off matrices`.

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Quantum AI Intermediate — 016: trace coherence vs circuit depth on `Transpilation trade-off matrices` — memo `588886 [16]`

Synthetic Quantum AI `Transpilation trade-off matrices` circuit drill. mix `88932`; digest `Transpilation trade-off matrices`.

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Quantum AI Intermediate — 017: budget shots against calibration drift on `Transpilation trade-off matrices` — memo `407807 [17]`

Hardware-shaped `Transpilation trade-off matrices` rehearsal. mix `156546`; digest `Transpilation trade-off matrices`.

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Quantum AI Intermediate — 018: chart error-mitigation rollback paths on `Transpilation trade-off matrices` — memo `618243 [18]`

Variational `Transpilation trade-off matrices` traceability note. mix `111280`; digest `Transpilation trade-off matrices`.

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Quantum AI Intermediate — 019: quantify measurement assignment leakage on `Transpilation trade-off matrices` — memo `68670 [19]`

Variational `Transpilation trade-off matrices` traceability note. mix `107077`; digest `Transpilation trade-off matrices`.

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Quantum AI Intermediate — 020: chart error-mitigation rollback paths on `Transpilation trade-off matrices` — memo `404219 [20]`

Teaching `Transpilation trade-off matrices` with ISA nouns. mix `195765`; digest `Transpilation trade-off matrices`.

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Quantum AI Intermediate — 021: isolate post-selection bias on `Resource estimation stubs` — memo `660585 [21]`

Teaching `Resource estimation stubs` with ISA nouns. mix `123138`; digest `Resource estimation stubs`.

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Quantum AI Intermediate — 022: budget shots against calibration drift on `Resource estimation stubs` — memo `137915 [22]`

Fault-tolerance vocabulary `Resource estimation stubs` sprint. mix `122770`; digest `Resource estimation stubs`.

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Quantum AI Intermediate — 023: reconcile noisy simulators vs device traces on `Resource estimation stubs` — memo `869059 [23]`

Hardware-shaped `Resource estimation stubs` rehearsal. mix `123543`; digest `Resource estimation stubs`.

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Quantum AI Intermediate — 024: trace coherence vs circuit depth on `Resource estimation stubs` — memo `91239 [24]`

Deterministic `Resource estimation stubs` calibration-adjacent lab. mix `121694`; digest `Resource estimation stubs`.

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Quantum AI Intermediate — 025: quantify measurement assignment leakage on `Resource estimation stubs` — memo `697245 [25]`

Queue-incident `Resource estimation stubs` walkthrough. mix `232818`; digest `Resource estimation stubs`.

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Quantum AI Intermediate — 026: document mitigation knobs per hardware gen on `Resource estimation stubs` — memo `233320 [26]`

Fault-tolerance vocabulary `Resource estimation stubs` sprint. mix `157491`; digest `Resource estimation stubs`.

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Quantum AI Intermediate — 027: trace coherence vs circuit depth on `Resource estimation stubs` — memo `460562 [27]`

Synthetic Quantum AI `Resource estimation stubs` circuit drill. mix `171954`; digest `Resource estimation stubs`.

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Quantum AI Intermediate — 028: chart error-mitigation rollback paths on `Resource estimation stubs` — memo `702761 [28]`

Queue-incident `Resource estimation stubs` walkthrough. mix `187667`; digest `Resource estimation stubs`.

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Quantum AI Intermediate — 029: pair classical optimizers with job IDs on `Resource estimation stubs` — memo `746566 [29]`

Queue-incident `Resource estimation stubs` walkthrough. mix `190169`; digest `Resource estimation stubs`.

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Quantum AI Intermediate — 030: document mitigation knobs per hardware gen on `Resource estimation stubs` — memo `41202 [30]`

Synthetic Quantum AI `Resource estimation stubs` circuit drill. mix `180025`; digest `Resource estimation stubs`.

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