Formats
Hardback/English
USD 80.80
Description
This text provides a mathematically rigorous introduction to modern methods of machine learning and data analysis at the advanced undergraduate/beginning graduate level. The book is self-contained and requires minimal mathematical prerequisites. There is a strong focus on learning how and why algorithms work, as well as developing facility with their practical applications. Apart from basic calculus, the underlying mathematics — linear algebra, optimization, elementary probability, graph theory,Algebralinear
Databasesgeneral
Intelligence (Ai) & Semantics
Probability & Statisticsgeneral
Optimization
