Quantum Machine Learning - QML
Most of us have heard of AI and Quantum computing. But, have we heard of Quantum Machine Learning (QML)?
Quantum machine learning is the collaboration between quantum computing and AI that’s going to change complete computing future.
Quantum Machine Learning
When data points are projected in higher and higher dimensions, it is hard for classical computers to deal with such large computations. Even if the classical computer can handle it, it would take huge computation time.
Simply put, sometimes, classical machine learning algorithms are too extensive for classical computers.
Luckily, quantum computers have the computational power to handle these taxing algorithms. They utilize powerful laws like superposition and entanglement to solve problems faster than their classical counterparts.
In fact, a study by IBM and MIT found that SVMs are, mathematically, very similar to what goes on inside a quantum computer.
Quantum machine learning allows scientists to take the classical ML algorithm and translate it into a quantum circuit so it can be run efficiently on a quantum computer.
Applications
Quantum machine learning is an extremely new field with so much more growth. But, we can already start to predict how it’s going to impact our future!
Here are some of the areas QML will disrupt:
With more amazing developments happening every day, QML will solve more problems than we could’ve ever imagined.