Module 5 of 9

Quantum Machine Learning

Data encoding, the HHL algorithm, quantum linear regression, the swap test, quantum k-means, quantum PCA, and quantum SVMs — with Qiskit implementations throughout.

Lessons

1 Data Encoding → 2 HHL Algorithm → 3 Quantum Linear Regression → 4 Swap Test & Euclidean Distance → 5 Quantum K-Means Clustering → 6 Quantum Principal Component Analysis → 7 Quantum Support Vector Machines →