I know this has been asked before in different ways, however, I am interested in something with a degree of clarity and focus not found in other questions.
What I am looking to get is a list of the most promising and impactful applications that Quantum Machine Learning and resources and references that I can use to understand more.
As a prerequisite I would ask that the 'application' have a real-world use case and associated industry.
i.e. If we are saying that Quantum Machine Learning gives us Quadratic speedups for Unstructured Search Algorithms than it would be prudent to specify that this could accelerate Drug Discovery and/or Materials Development (and then link to things about Grover's Search Algorithm, Unstructured Search Algorithms, etc.).
Thanks in advance for your help!
NOTE: I have reviewed the following StackExchange links prior to asking this:
- Applications of quantum computing for science popularization
- Do we really know how a universal quantum computer can be used to revolutionize the design of new drugs or materials?
- Are there any examples of anyone applying quantum algorithms to problems in computational biology?
- Example of Hamiltonian Simulation solving interesting problem?
...and the links on this page were used for background info in addition to an Engineering, Machine Learning and Data Science background (and the TF Whitepaper).