The typical computer uses a series of
zeros and ones to communicate information. While today's computers are quite
powerful, they still have considerable limitations that make it difficult to
process challenging machine-learning problems.
Quantum computers rely on quantum
bits to carry information. These bits can exist in a state which allow quantum
computers to process challenging datasets much better than traditional
computers do. As a result, quantum computing can help to produce serious
machine-learning breakthroughs that might otherwise be impossible solve.
While the technology is still in its
early stages, companies like Microsoft and Google are investing billions in developing supercomputers
capable of developing highly accurate predictive models. These models can be
used in everything from self-driving cars to marketing campaigns.