Esta web utiliza cookies propias y de terceros que nos permiten optimizar tu experiencia en el sitio web, evaluar su rendimiento, generar estadísticas de uso y mejorar y añadir nuevas funcionalidades. Mediante el análisis de tus hábitos de navegación podemos mostrar contenidos más relevantes y medir las interacciones con la web.
Puede obtener más información aquí.

Avanzado
Artículos
Portada

INTRODUCTION TO DATA SYSTEMS IBD

DAVID WHITE / THOMAS BRESSOUD
SPRINGER
12 / 2020
9783030543709
Inglés

Sinopsis

Encompassing a broad range of forms and sources of data, this textbook introduces data systems through a progressive presentation. Introduction to Data Systemsácovers data acquisition starting with local files, then progresses to data acquired from relational databases,áfrom REST APIs and through web scraping. It teaches data forms/formats from tidy data to relationally definedásets of tables to hierarchical structure like XML and JSON using data models to convey the structure,áoperations, and constraints of each data form.The starting point of the book is a foundation in Python programming found in introductory computer scienceáclasses or short courses on the language, and so does not require prerequisites of data structures, algorithms,áor other courses. This makes the material accessible to students early in their educational career and equipsáthem with understanding and skills that can be applied in computer science, data science/data analytics,áand information technology programs as well as for internships and research experiences. This book isáaccessible to a wide variety of students. By drawing together content normally spread across upper levelácomputer science courses, it offers a single source providing the essentials for data science practitioners. Ináour increasingly data-centric world, students from all domains will benefit from the 'data-aptitude' built byáthe material in this book.