Online Library TheLib.net » Fundamentals of Data Analytics : With a View to Machine Learning
cover of the book Fundamentals of Data Analytics : With a View to Machine Learning

Ebook: Fundamentals of Data Analytics : With a View to Machine Learning

00
07.02.2024
0
0

This book introduces the basic methodologies for successful data analytics. Matrix optimization and approximation are explained in detail and extensively applied to dimensionality reduction by principal component analysis and multidimensional scaling. Diffusion maps and spectral clustering are derived as powerful tools. The methodological overlap between data science and machine learning is emphasized by demonstrating how data science is used for classification as well as supervised and unsupervised learning.

Download the book Fundamentals of Data Analytics : With a View to Machine Learning for free or read online
Read Download
Continue reading on any device:
QR code
Last viewed books
Related books
Comments (0)
reload, if the code cannot be seen