A General Introduction to Data Analytics

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book A General Introduction to Data Analytics by João Moreira, Tomás Horvath, Andre Carvalho, Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: João Moreira, Tomás Horvath, Andre Carvalho ISBN: 9781119296263
Publisher: Wiley Publication: June 25, 2018
Imprint: Wiley-Interscience Language: English
Author: João Moreira, Tomás Horvath, Andre Carvalho
ISBN: 9781119296263
Publisher: Wiley
Publication: June 25, 2018
Imprint: Wiley-Interscience
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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:

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 from Wiley

Cover of the book How to Win by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Nanomaterials, Polymers and Devices by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Seafood and Aquaculture Marketing Handbook by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Planning a PRINCE2 Project In A Day For Dummies by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Multiple Streams of Income by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Fluid Mechanics by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Ceramics Science and Technology, Volume 4 by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Rancière, Public Education and the Taming of Democracy by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Clinical Microbiology for Diagnostic Laboratory Scientists by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Using Excel for Business Analysis by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Causal Inference in Statistics by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book More Mortgage Meltdown by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Emotion-Oriented Systems by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Jesus and the Judaism of His Time by João Moreira, Tomás Horvath, Andre Carvalho
Cover of the book Multifrequency Electron Paramagnetic Resonance by João Moreira, Tomás Horvath, Andre Carvalho
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy