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CERN Online introductory lectures on quantum computing from 6 November

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Re: CERN Online introductory lectures on quantum computing from 6 November

#31
post #20

Earlier quoted context omitted.

There are some basic linear algebra subroutines (Matrix inversion, finding eigenvalues & eigenvectors) that can be performed with an exponential speedup on a quantum computer in theory, that's why there is so much interest in Quantum Machine Learning. If you are asking about the current hardware level, then no, current quantum computers can not solve any practical problem faster than a classical computer. In theory c…

> There are some basic linear algebra subroutines (Matrix inversion, finding eigenvalues & eigenvectors) that can be performed with an exponential speedup on a quantum computer in theory Eh... those particular subroutines have polynomial time algorithms already on a classical computer. You can't exponentially speed up something that's polynomial time already.

https://quantumalgorithmzoo.org/ lists algorithms, speedups, and descriptions.

Re: CERN Online introductory lectures on quantum computing from 6 November

#32
post #27
post #23

Earlier quoted context omitted.

Any advice on breaking into the industry? Would be really neat to work as a quantum research engineer, or software engineer on quantum computers!

ETH Zurich has a quantum engineering masters: https://master-qe.ethz.ch/

In that Vein, so does USC. MSc in Quantum Information Science https://viterbigradadmission.usc.edu/programs/masters/msprog...

Re: CERN Online introductory lectures on quantum computing from 6 November

#35
post #20

Earlier quoted context omitted.

> There are some basic linear algebra subroutines (Matrix inversion, finding eigenvalues & eigenvectors) that can be performed with an exponential speedup on a quantum computer in theory Eh... those particular subroutines have polynomial time algorithms already on a classical computer. You can't exponentially speed up something that's polynomial time already.

https://quantumalgorithmzoo.org/ lists algorithms, speedups, and descriptions.

That's a great list, thanks!

(Though for the benefit of readers here, the list doesn't include any "basic linear algebra subroutines (Matrix inversion, finding eigenvalues & eigenvectors)").

Re: CERN Online introductory lectures on quantum computing from 6 November

#36
post #35

Earlier quoted context omitted.

https://quantumalgorithmzoo.org/ lists algorithms, speedups, and descriptions.

That's a great list, thanks! (Though for the benefit of readers here, the list doesn't include any "basic linear algebra subroutines (Matrix inversion, finding eigenvalues & eigenvectors)").

The "linear systems" and "machine learning" algorithm paragraphs under "Optimization, Numerics, & Machine Learning" reference a number of resources in regards to currently understood limits of and applications for quantum computers and linear optimization.

Re: CERN Online introductory lectures on quantum computing from 6 November

#38
post #8

If anyone is interested I've also created a short 1.5 hour lecture on quantum computing aimed specifically at software engineers & computer scientists, which has proven popular: https://youtu.be/F_Riqjdh2oM I'd love to answer any questions people have. In quantum computation, state behaves like a vector and logic gates behave like matrices that multiply the vector to get a new state value. It doesn't get too much mor…

That was incredibly insightful! Thank you sharing this!

Re: CERN Online introductory lectures on quantum computing from 6 November

#40
post #37

Can past sessions be downloaded/re-watched?

Yes! Just go to the lesson on the mainpage [1] and click at the bottom of the page on 'Recording'. The recording will be placed online a day after webinar. You can also choose to download the video of the webinar.

[1] https://indico.cern.ch/category/12909/

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