This book introduces popular data science tools and guides readers on how to use them effectively. It covers data analysis using Microsoft Excel, KNIME, R, and Open Office, applying statistical concepts such as confidence intervals, normal distribution, T-Tests, linear regression, histograms, and geographic analysis with real data from Federal Government sources.
The course begins with the basics, including importing data and conducting various statistical tests. It progresses to specific methods for each tool, ensuring a comprehensive understanding of data analysis. Capstone exercises provide hands-on experience, reinforcing the concepts learned throughout the book.
Understanding these tools and concepts is crucial for effective data analysis. This book takes readers from the basics to advanced statistical methods, combining theoretical insights with practical applications. Companion files with source code and data sets enhance the learning experience, making this book an essential resource for mastering data analysis with popular software applications.
C. Greco
Data Science Tools [EPUB ebook]
Comprehensive Guide to Mastering Fundamental Data Science and Statistics Techniques
Data Science Tools [EPUB ebook]
Comprehensive Guide to Mastering Fundamental Data Science and Statistics Techniques
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Lingua Inglese ● Formato EPUB ● Pagine 220 ● ISBN 9781836640325 ● Dimensione 19.5 MB ● Editore Mercury Learning and Information ● Casa editrice Packt Publishing ● Città San Antonio ● Paese US ● Pubblicato 2024 ● Scaricabile 24 mesi ● Moneta EUR ● ID 9979033 ● Protezione dalla copia senza