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- Weitere Informationen zu diesem Buch:
JETZT ONLINE BESTELLEN
Think Stats
First Edition Juli 2011
ISBN 978-1-4493-0711-0
134 Seiten,
EUR24.50
Kurzbeschreibung
If you know how to program, you have the skills to turn data into knowledge using the tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python. Throughout the book, you'll work with a case study to help you learn the entire data analysis process.
Ausführliche Beschreibung
If you know how to program, you have the skills to turn data into knowledge using the tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.
You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts.
- Develop your understanding of probability and statistics by writing and testing code
- Run experiments to test statistical behavior, such as generating samples from several distributions
- Use simulations to understand concepts that are hard to grasp mathematically
- Learn topics not usually covered in an introductory course, such as Bayesian estimation
- Import data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics tools
- Use statistical inference to answer questions about real-world data
Weitere Informationen zu diesem Buch
Ergänzende O'Reilly Titel:
 | R in a Nutshell |
 | Data Analysis with Open Source Tools |
 | Head First Statistics |
