Description: A General Introduction to Data AnalyticsAuthor(s): Joao Moreira, Andre Carvalho, Tomas Horvath Format: Hardback Publisher: John Wiley & Sons Inc, United States Imprint: Wiley-Interscience ISBN-13: 9781119296249, 978-1119296249 Synopsis A guide to the principles and methods of data analysis that does not require knowledge of statistics or programming A General Introduction to Data Analytics is an essential guide to understand and use data analytics. This book is written using easy-to-understand terms and does not require familiarity with statistics or programming. The authors-noted experts in the field-highlight an explanation of the intuition behind the basic data analytics techniques. The text also contains exercises and illustrative examples. Thought to be easily accessible to non-experts, the book provides motivation to the necessity of analyzing data. It explains how to visualize and summarize data, and how to find natural groups and frequent patterns in a dataset. The book also explores predictive tasks, be them classification or regression. Finally, the book discusses popular data analytic applications, like mining the web, information retrieval, social network analysis, working with text, and recommender systems. The learning resources offer: A guide to the reasoning behind data mining techniques A unique illustrative example that extends throughout all the chapters Exercises at the end of each chapter and larger projects at the end of each of the text's two main parts Together with these learning resources, the book can be used in a 13-week course guide, one chapter per course topic. The book was written in a format that allows the understanding of the main data analytics concepts by non-mathematicians, non-statisticians and non-computer scientists interested in getting an introduction to data science. A General Introduction to Data Analytics is a basic guide to data analytics written in highly accessible terms.
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Book Title: A General Introduction to Data Analytics
Number of Pages: 352 Pages
Publication Name: A General Introduction to Data Analytics
Language: English
Publisher: John Wiley & Sons AND Sons LTD
Item Height: 238 mm
Publication Year: 2018
Type: Textbook
Item Weight: 670 g
Subject Area: Data Analysis
Author: Joao Moreira, Andre Carvalho, Tomas Horvath
Item Width: 154 mm
Format: Hardcover