Data Science Tools. Comprehensive Guide to Mastering Fundamental Data Science and Statistics Techniques Mercury Learning and Information, Christopher Greco
- Autorzy:
- Mercury Learning and Information, Christopher Greco
- Serie wydawnicze:
- Learning
- Wydawnictwo:
- Mercury_Learning
- Ocena:
- Stron:
- 220
- Dostępne formaty:
-
PDFePub
Opis
książki
:
Data Science Tools. Comprehensive Guide to Mastering Fundamental Data Science and Statistics Techniques
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 OpenOffice, 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.
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.
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Szczegóły książki
- Tytuł oryginału:
- Data Science Tools. Comprehensive Guide to Mastering Fundamental Data Science and Statistics Techniques
- ISBN Ebooka:
- 978-18-366-4032-5, 9781836640325
- Data wydania ebooka :
-
2024-08-01
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