Data Science Quick Reference Manual Analysis and Visualization is popular PDF and ePub book, written by Mario A. B. Capurso in 2024-10-01, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Data Science Quick Reference Manual Analysis and Visualization can be Read Online from any device for your convenience.
Data Science Quick Reference Manual Analysis and Visualization Book PDF Summary
This work follows the 2021 curriculum of the Association for Computing Machinery for specialists in Data Sciences, with the aim of producing a manual that collects notions in a simplified form, facilitating a personal training path starting from specialized skills in Computer Science or Mathematics or Statistics. It has a bibliography with links to quality material but freely usable for your own training and contextual practical exercises. Second of a series of books, it covers methodological aspects, analysis and visualization. It describes the CRISP DM methodology, the working phases, the success criteria, the languages and the environments that can be used, the application libraries. Since this book uses Orange for the application aspects, its installation and widgets are described. In visualization, historical notes are made, and next the book describes the characteristics of an effective visualization, the types of messages that can be conveyed, the Grammar of Graphics, the use of a graph and a dashboard, the software and libraries that can be used, the role and use of color. 55 types of graphs are then analyzed, reporting meaning, use, examples and visual dimensions also with a vocabulary of graphs and summary tables. Examples are given in Orange and the possible use of Python with Orange is explained. Visualization-based inference is discussed, exploratory and confirmatory analysis is defined and techniques are reported. The book is accompanied by supporting material and it is possible to download the project samples in Orange and sample data.
Detail Book of Data Science Quick Reference Manual Analysis and Visualization PDF
- Author : Mario A. B. Capurso
- Release : 01 October 2024
- Publisher : Mario A.B. Capurso
- ISBN : 978186723xxxx
- Genre : Computers
- Total Page : 221 pages
- Language : English
- PDF File Size : 12,5 Mb
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