Cambridge University Press Tensor Decompositions for Data Science

Tensor Computation for Data Analysis

Springer

Foundations of Data Science

Cambridge University Press

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions (Foundations and Trends (R) in Machine Learning)

Now Publishers

Theory and Computation of Complex Tensors and its Applications

Springer

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives (Foundations and Trends in Machine Learning)

Now Publishers

Linear Algebra for Data Science, Machine Learning, and Signal Processing

Tensor Regression (Foundations and Trends® in Machine Learning)

Financial Data Science

Cambridge University Press

Mathematical Methods in Data Science: Bridging Theory and Applications with Python (Cambridge Mathematical Textbooks)

Advanced Linear and Matrix Algebra

Springer

From Algebraic Structures to Tensors (Digital Signal and Image Processing: Matrices and Tensors in Signal Processing Set)

Wiley

Spectral Learning on Matrices and Tensors (Foundations and Trends® in Machine Learning)

Now Publishers

High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications

Cambridge University Press

Computational Topology for Data Analysis

Cambridge University Press

Tensors: Geometry and Applications (Graduate Studies in Mathematics)

Introduction to Nonlinear Science

Cambridge University Press

The Science of Deep Learning

Cambridge University Press

Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation

Wiley

Data-Driven Computational Methods: Parameter and Operator Estimations

Cambridge University Press

Quantitative Methods of Data Analysis for the Physical Sciences and Engineering

Cambridge University Press

Dimensionality Reduction in Data Science

Springer

Advanced Linear and Matrix Algebra

Springer

Algorithmic Aspects of Machine Learning

Cambridge University Press

Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

Cambridge University Press