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Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications
Igual
€ 46.99
€ 42.31
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Description for Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications
Paperback. .
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 ... Read more
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 ... Read more
Product Details
Publisher
Springer International Publishing AG
Format
Paperback
Publication date
2017
Series
Undergraduate Topics in Computer Science
Condition
New
Number of Pages
218
Place of Publication
Cham, Switzerland
ISBN
9783319500164
SKU
V9783319500164
Shipping Time
Usually ships in 4 to 8 working days
Ref
99-2
About Igual
Dr. Laura Igual is an Associate Professor at the Departament de Matematiques i Informatica, Universitat de Barcelona, Spain. Dr. Santi Segui is an Assistant Professor at the same institution. The authors wish to mention that some chapters were co-written by Jordi Vitria, Eloi Puertas, Petia Radeva, Oriol Pujol, Sergio Escalera, Francesc Danti and Lluis Garrido.
Reviews for Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications
This book contains a broad range of timely topics and presents interesting examples on real-life data using Python. ... the book is a good addition to references on Python and data science. Students as well as practicing data scientists and engineers will benefit from the many techniques and use cases presented in the book. (Computing Reviews, December, 2017) ... Read more