Advanced · 7 resources

Quantum information theory

The rigorous framework beyond pure states and unitaries: density matrices, quantum channels, POVMs, entropy, distance measures and channel capacities.

Why it matters

Real systems are noisy and open, which means mixed states and channels. Every serious paper on error correction, cryptography or hardware characterisation assumes this machinery.

After this you will be able to

  • Work with density matrices, partial traces and purifications
  • Use Kraus operators and describe channels
  • Compute entropies, fidelities and trace distances
Start here

3 best places to start

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

The Theory of Quantum Information
John Watrous (University of Waterloo)

The mathematically complete treatment of channels, entropies, distance measures and semidefinite programming duality. Free PDF, and the reference when you need a theorem stated exactly right.

AdvancedBookFree80+ hours

Preskill's notes have taught much of the field. Chapter 10 on quantum error correction is, for many researchers, the definitive introduction to the subject.

AdvancedLecture notesFree60+ hours

The standard graduate text on quantum information theory, building from classical Shannon theory to quantum channel capacities. Free on arXiv, and unusually readable for the depth it reaches.

AdvancedBookFree80+ hours
Also covering this

4 more resources

8.04 Quantum Physics I
MIT OpenCourseWare (Barton Zwiebach)

Optional but clarifying. Quantum computing does not require a physics course, but if you want to know where the postulates come from rather than accepting them, start here.

IntermediateCourseFreeOne semester
Quantum Computation and Quantum Information
Nielsen & Chuang (Cambridge University Press)

Universally called "Mike & Ike" and still the field's reference text after two decades. Comprehensive rather than gentle — use it as the book you look things up in, not the one you read cover to cover first.

IntermediateBookA year

Researchers at Caltech’s quantum institute writing about their own work and field culture. Useful for understanding what doing quantum research is actually like day to day.

IntermediateArticleFreeOngoing

The standard Python library for simulating open quantum systems: density matrices, Lindblad master equations, noise models. Where you go when pure-state circuit simulators stop being enough.

IntermediateInteractive toolFreeReference