A General Introduction to Data Analytics

A General Introduction to Data Analytics Book Details:

Publisher : John Wiley & Sons

ISBN-13 : 1119296242

Page : 352 pages

Rating : 4.5/5 from 242 voters

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.

More Books:

A General Introduction to Data Analytics
Language: en
Pages: 352
Authors: João Moreira
Categories: Mathematics
Type: BOOK - Published: 2018-07-18 - Publisher: John Wiley & Sons

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
A General Introduction to Data Analytics
Language: en
Pages: 323
Authors: João Moreira
Categories: MATHEMATICS
Type: BOOK - Published: 2018 - Publisher:

Data Warehousing and Analytics
Language: en
Pages: 635
Authors: David Taniar
Categories: Computers
Type: BOOK - Published: 2022-02-04 - Publisher: Springer Nature

This textbook covers all central activities of data warehousing and analytics, including transformation, preparation, aggregation, integration, and analysis. It
Generatives Deep Learning
Language: de
Pages: 310
Authors: David Foster
Categories:
Type: BOOK - Published: 2020 - Publisher:

Generative Modelle haben sich zu einem der spannendsten Themenbereiche der Künstlichen Intelligenz entwickelt: Mit generativem Deep Learning ist es inzwischen
Big Data Analytics and Intelligence
Language: en
Pages: 392
Authors: Poonam Tanwar
Categories: Business & Economics
Type: BOOK - Published: 2020-09-30 - Publisher: Emerald Group Publishing

Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet
Big Data Analytics for Large-Scale Multimedia Search
Language: en
Pages: 376
Authors: Stefanos Vrochidis
Categories: Technology & Engineering
Type: BOOK - Published: 2019-03-18 - Publisher: John Wiley & Sons

A timely overview of cutting edge technologies for multimedia retrieval with a special emphasis on scalability The amount of multimedia data available every day
Computer-Aided Oral and Maxillofacial Surgery
Language: en
Pages: 282
Authors: Jan Egger
Categories: Computers
Type: BOOK - Published: 2021-04-29 - Publisher: Academic Press

Computer-Aided Oral and Maxillofacial Surgery: Developments, Applications, and Future Perspectives is an ideal resource for biomedical engineers and computer sc
Intelligent Systems Design and Applications
Language: en
Pages: 1439
Authors: Ajith Abraham
Categories: Technology & Engineering
Type: BOOK - Published: 2022-03-26 - Publisher: Springer Nature

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 132 selected papers from the 21st International Conferenc
Python Data Analytics
Language: en
Pages: 337
Authors: Fabio Nelli
Categories: Computers
Type: BOOK - Published: 2015-08-25 - Publisher: Apress

Python Data Analytics will help you tackle the world of data acquisition and analysis using the power of the Python language. At the heart of this book lies the
Predictive Analytics for Energy Efficiency and Energy Retailing
Language: en
Pages: 277
Authors: Konstantin Hopf
Categories: Computers
Type: BOOK - Published: 2019-07-15 - Publisher: University of Bamberg Press