Search Results for: Mathematical Foundations For Data Analysis

This textbook, suitable for an early undergraduate up to a graduate course, provides an overview of many basic principles and techniques needed for modern data

This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and a

The aim of the book is to help students become data scientists. Since this requires a series of courses over a considerable period of time, the book intends to

In this textbook, basic mathematical models used in Big Data Analytics are presented and application-oriented references to relevant practical issues are made.

This textbook, suitable for an early undergraduate up to a graduate course, provides an overview of many basic principles and techniques needed for modern data