Beginner · 8 resources

What is quantum computing?

A computer that stores and manipulates information using quantum physics, letting it explore many computational paths at once and interfere them so the wrong answers cancel out.

Why it matters

Every other topic hangs off this one. Getting the framing right early stops you absorbing the two most common myths: that a quantum computer "tries all answers in parallel", and that it will replace your laptop.

After this you will be able to

  • Say in one sentence what makes a quantum computer different from a classical one
  • Name three problems quantum computers are expected to be good at
  • Explain why they will not speed up your web browser
Read it here first

The plain-language version

A quantum computer is a co-processor for a narrow class of problems. It has a slow clock speed, tiny memory and a high error rate. It wins only where the interference trick applies, and loses badly everywhere else.

Analogy

A GPU is not a fast CPU — it is a different shape of machine that is spectacular at one class of work and poor at the rest. Quantum processors are a further step in that direction.

Common misconception

One day quantum computers will replace classical ones.

What is actually true

They will sit alongside them, most likely as a cloud service you call for particular subroutines — the way you currently reach for a GPU cluster.

The thing to remember

Every realistic architecture is hybrid: classical computers running the program, calling out to quantum hardware for the specific subroutine that benefits.

Go deeper on What is quantum computing? →

Start here

3 best places to start

Hand-picked and ordered. If you only have time for one, take the first.

Quantum Computing for the Very Curious
Andy Matuschak & Michael Nielsen

The single best starting point in existence. An essay built on spaced-repetition flashcards embedded in the text, so you actually remember it a month later. Assumes nothing but curiosity, and gets you honestly to quantum teleportation.

BeginnerCourseFree6–10 hours

IBM's free structured course platform and the successor to the old Qiskit Textbook. Mixes written lessons, videos and runnable notebooks, and takes you from 'what is a qubit' to running jobs on real hardware.

BeginnerCourseFree20+ hours

Free lecture notes connecting quantum computing to complexity theory, cryptography, free will and the anthropic principle. Funny, opinionated, and the best correction to hype you will find.

IntermediateLecture notesFree15–20 hours
Also covering this

5 more resources

Microsoft's concept documentation is unusually well written for docs — the pages on qubits, entanglement and the Q# language work as standalone explanations.

BeginnerDocsFreeReference

A free, complete undergraduate textbook with worked exercises. Uniquely, it teaches classical computing alongside quantum, so the comparison is always concrete rather than hand-waved.

BeginnerBookFreeOne semester

Science journalism that researchers actually respect. The best way to follow real results without either the arXiv firehose or press-release hyperbole.

BeginnerArticleFreeOngoing

Interactive, visual and gentle, built in collaboration with quantum researchers. Worth it if you learn best by poking at widgets; everything it covers is available free elsewhere with more effort.

BeginnerCourse10–15 hours
Quantum computing courses on edX
edX (MIT, Delft, Berkeley and others)

The university MOOC hub. MIT's Quantum Information Science series and Delft's hardware-focused courses are the standouts. Audit tracks are free; certificates cost money.

BeginnerCourseFree tier4–12 weeks each
Next

This unlocks

Topics that list What is quantum computing? as a prerequisite.