Name: Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications
SKU: 51469348
Author: Igual, Laura ; Seguí, Santi ; Vitrià, Jordi
ISBN: 9783319500164

portada Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

Formato

Libro Físico

Autor

Contribuciones de

Editorial

Año

2017

Idioma

Inglés

N° páginas

218

Encuadernación

Tapa Blanda

Dimensiones

23.9x15.5x1.3 cm

Peso

0.40 kg.

ISBN13

9783319500164

N° edición

Categorías

Software de matemáticas y estadísticas
Minería de datos («data mining»)
Reconocimiento de formas
Visión por ordenador

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

Laura Igual (Autor) · Santi Seguí (Autor) · Jordi Vitria (Contribuciones de) · Springer · Tapa Blanda

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Reseña del libro "Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications"

This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or performing sentiment analysis. Topics and features: provides numerous practical case studies using real-world data throughout the book; supports understanding through hands-on experience of solving data science problems using Python; describes techniques and tools for statistical analysis, machine learning, graph analysis, and parallel programming; reviews a range of applications of data science, including recommender systems and sentiment analysis of text data; provides supplementary code resources and data at an associated website.