Academy K

Track 01 / Quantum Computing

Quantum Computing

Qubits, circuits, algorithms and error correction. You start with linear algebra and end with working programs.

Duration
4 weeks
Pace
Self-paced
Modules
8
Live sessions
8, optional
Price
$24.99 founding, $49.99 later
Seats
Limited to 25

Starts in December and runs into the first week of January, with a break over the holidays.

Free to join. Nothing to pay now.

Giving back50% of proceeds go to Kardashev Research and related initiatives.

01 / The climb

A different cost curve for some problems.

A classical computer gets more powerful by adding switches, and every switch costs energy. A quantum computer adds qubits, and for some problems each one doubles the size of the state it can work with. That is a different relationship between energy spent and problems solved. The hard part is keeping qubits alive long enough to use them.

K = 0.73

Type 0Type I
K now (estimate), tracked live at
Observatory-K

02 / Who it's for

Who it's for

  • 01Software engineers who want to learn quantum programming properly, with the maths included.
  • 02Physics, maths and computer science students who know the theory and want to implement it.
  • 03Founders and researchers who need to check quantum claims for themselves.

03 / Prerequisites & time

Prerequisites and time

  • 01Python, and basic command-line work.
  • 02Linear algebra: vectors, matrices, eigenvalues. There is a refresher if yours is rusty.
  • 03Basic probability. You do not need any quantum mechanics.
Duration
4 weeks
Pace
Self-paced
Note
Starts in December and runs into the first week of January, with a break over the holidays.

04 / Syllabus

Four weekly blocks

8 modules, grouped into four weeks.

Week 1

  1. M01

    Linear algebra and single qubits

    Hilbert spaces, unitary and Hermitian operators, tensor products, state vectors, the Born rule and measurement.

    Proof of work

    A small Python library that builds multi-qubit states and operators, plus a single-qubit simulator that reproduces the predicted measurement statistics over many shots.

  2. M02

    Gates and circuits

    Universal gate sets, entanglement, Bell states and circuit identities.

    Proof of work

    A circuit simulator, verified against hand-derived outputs for a set of reference circuits.

Week 2

  1. M03

    Early algorithms

    Interference as a resource: Deutsch–Jozsa, Bernstein–Vazirani, Simon's problem.

    Proof of work

    Implementations of each algorithm with a written argument for why the query count improves.

  2. M04

    Fourier transform, phase estimation and factoring

    The quantum Fourier transform, phase estimation, and the structure of period finding.

    Proof of work

    A working period-finding routine on small instances, with a resource estimate for larger ones.

Week 3

  1. M05

    Search and amplitude amplification

    Grover's algorithm, amplitude amplification, and the limits of quadratic speed-ups.

    Proof of work

    A search circuit with measured success probability against the analytic curve.

  2. M06

    Noise and quantum error correction

    Decoherence, noise channels, repetition and stabiliser codes, thresholds.

    Proof of work

    A noisy simulator and a small error-correcting code showing logical error below physical error.

Week 4

  1. M07

    Variational and hybrid methods

    Parameterised circuits, cost functions, optimisation loops and their known pitfalls.

    Proof of work

    A variational solver for a small Hamiltonian, with a report on convergence and noise sensitivity.

  2. M08

    Capstone: a verified quantum workload

    Choose a problem, formulate it, run it on a simulator, and defend the result.

    Proof of work

    A reproducible repository and written analysis, reviewed with the platform and, if you want, in a live session.

05 / Format

Format

  • 01

    Self-paced

    Four weeks. Work whenever suits you.

  • 02

    Eight optional live sessions

    A kickoff session and seven more with a human expert in the field. You can come to all of them, some, or none.

  • 03

    Small cohort

    Limited to 25 people per course.

06 / Outcomes

Outcomes

  1. 01Write quantum circuits and algorithms and explain why they work.
  2. 02A quantum simulator of your own, which you can use to test ideas.
  3. 03A clear account of what error correction costs and why scaling up is hard.
  4. 04The ability to read a quantum paper and tell a proven speed-up from a hopeful one.

07 / FAQ

FAQ

Do I need quantum hardware?

No. You write and run your own simulator. We talk about how real devices differ, but you do not need access to one.

Is this a physics course?

No, it is a computing course. It uses only the physics needed to define the model.

Does it cover breaking encryption?

It covers period finding and what factoring would need in qubits and gates. You can then judge the headlines yourself.

When does it start?

The first cohort starts in December and runs into the first week of January, with a break over the holidays. It is limited to 25 people.

01 / Quantum

Reserve your place

Free to join. Nothing to pay now. Founding price $24.99 per course. Later cohorts are $49.99.

Giving back50% of proceeds go to Kardashev Research and related initiatives.

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