Machine learning - Mathematics.

Fundamental mathematical concepts for machine learning in science by: (Electronic resources)

Mathematical foundations for data analysis by: (Electronic resources)

Algorithmic aspects of machine learning by: (Electronic resources)

Kernel methods for machine learning with Math and R = 100 exercises for building logic / by: (Electronic resources)

Kernel methods for machine learning with Math and Python = 100 exercises for building logic / by: (Electronic resources)

Elements of dimensionality reduction and manifold learning by: (Electronic resources)

Probabilistic numerics = computation as machine learning / by: (Electronic resources)