Machine learning workout
With Exercises and Practicals in MATLAB
In the crowded population of texts on Machine Learning, the present book
is unique in the sense that it keeps the spirit of books on basic subjects,
like Calculus: its core is made up of many problems with answers, so that the
reader can exercise and detect any misunderstanding on time.
The book, then, es not for passive reading. It is meant for learning
through exercising. Hard workout. Therefore, each chapter presents a set of
exercises to be solved “by hand” (think of a desk check) and a strong set of
programming tasks to be solved using MATLAB.
Being intended for undergraduates, the book does not dive into deep
mathematical waters. It is aimed instead to a deep comprehension of the
concepts: the mechanics of the algorithms, the structure and geometric
representation of the data, the precise evaluation of the results. All by doing
it yourself, like in the good old days.
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Especificaciones por formato:
Impreso
-
Estado de la publicación:
Activo
Año de edición: 2019
Idioma: Inglés
ISBN-13: 9789978103944
Número de páginas del contenido principal:
176 Páginas
Size(cm): 15.5 x 23 x 0.9
Peso (kg): 0.3 kg
