Quantum Feature Mapping
In classical machine learning, feature mapping is a technique where we transform input data into a higher-dimensional space to make patterns more visible. This is especially useful in algorithms like….
Tag: Quantum Feature Mapping
Quantum Data Encoding
Quantum computers work with qubits, which behave very differently from classical bits. However, our world is still classical — data from images, audio, text, financial markets, or DNA sequences is….
Quantum Clustering Algorithms
Clustering is one of the foundational methods in machine learning. It’s used to group similar data points together without needing labeled data—this is called unsupervised learning. Classical algorithms like k-means,….
Quantum Machine Learning
Here’s a comprehensive and detailed explanation of Quantum Machine Learning (QML) covering all the fundamental concepts, key steps, and its significance. Quantum Machine Learning (QML) Quantum Machine Learning (QML) is….