Dimensionality Reduction in Data Science

Dimensionality Reduction in Data Science
English | 2022 | ISBN: 3031053702 | 290 Pages | PDF EPUB (True) | 12 MB
This book provides a practical and fairly comprehensive review of Data Science through the vision of Dimensionality Education as well as tackling problems based on observations and data collected in the real world. State-of-the-art solutions from statistics, computer science and mathematical results are explained from the point of view of a practitioner in a domain science such as biology, cyber security, chemistry, sports science and more. Quantitative and qualitative assessments methods are described to implement and validate the solutions back in the real world where the problems originated.