Tekijä: David Cotton; David Falvey; Simon Kent; John Rogers; Iwona Dubicka; Margaret O'Keeffe; Lewis Lansford Kustantaja: Pearson Education Limited (2008) Saatavuus: Noin 11-14 arkipäivää
Tekijä: Toby Litt; Simon Van Booy; Jane Rogers; Sara Maitland; Gregory Norminton; Tibor Fischer; Salley Vickers; Cottrell Boyce Kustantaja: Comma Press (2012) Saatavuus: Ei tiedossa
Tekijä: Iwona Dubicka; Margaret O'Keeffe; David Cotton; David Falvey; Simon Kent; John Rogers Kustantaja: Pearson Education Limited (2015) Saatavuus: Noin 11-14 arkipäivää
Requiring minimal mathematical prerequisites, this classroom-tested text covers the core mathematical and statistical techniques needed to understand some of the most popular machine learning algorithms, including classification, clustering, and projection algorithms. The MATLAB ® /Octave scripts available online enable readers to recreate plots that appear in the book and investigate changing model specifications and parameter values. By experimenting with the various algorithms and concepts, readers see how an abstract set of equations can be used to solve real problems. A solutions manual is available upon qualifying course instruction.