Introducing data science : big data, machine learning, and more, using Python tools

Introducing Data Science explains vital data science concepts and teaches you how to accomplish the fundamental tasks that occupy data scientists. You'll explore data visualization, graph databases, the use of NoSQL, and the data science process. You'll use the Python language and common Python libr...

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Detalles Bibliográficos
Autor principal: Cielen, Davy
Otros Autores: Meysman, Arno (autor), Ali, Mohamed, 1981- (autor)
Formato: Libro
Lenguaje:inglés
Publicado: Shelter Island, [New York] : Manning Publications Co., 2016.
Materias:
Acceso en línea:
Descripción
Sumario:Introducing Data Science explains vital data science concepts and teaches you how to accomplish the fundamental tasks that occupy data scientists. You'll explore data visualization, graph databases, the use of NoSQL, and the data science process. You'll use the Python language and common Python libraries as you experience firsthand the challenges of dealing with data at scale. Discover how Python allows you to gain insights from data sets so big that they need to be stored on multiple machines, or from data moving so quickly that no single machine can handle it. This book gives you hands-on experience with the most popular Python data science libraries, Scikit-learn and StatsModels.
Descripción Física:300 páginas.
ISBN:9781633430037