Difficulty Level
Intermediate
Completion Time
15h24m
Language
English
About Book
Who Is This Book For?
This book teaches Python data analysis at an intermediate level with the goal of transforming you from journeyman to master. Basic Python and data analysis skills and affinity are assumed.
Python Data Analysis Cookbook
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 15h24m total length
Laying the foundations for reproducible data analysis
Creating attractive data visualizations
Statistical data analysis and probability
Dealing with data and numerical issues
Web mining, Databases and Big Data
Signal processing and timeseries
Selecting stocks with financial data analysis
Text mining and social network analysis
Ensemble learning and dimension reduction
Evaluating classifiers, regressors and clusters
Analyzing images
Parallelism and performance
Appendix A: Glossary
Appendix B: Function Reference
Appendix C: Online Resources
Appendix D: Tips and Tricks for Command Line and Miscellaneous Tools
Related Resources
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