Ebook details

Python Data Analysis. Learn how to apply powerful data analysis techniques with popular open source Python modules

Python Data Analysis. Learn how to apply powerful data analysis techniques with popular open source Python modules

Ivan Idris

EBOOK
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This book is for programmers, scientists, and engineers who have knowledge of the Python language and know the basics of data science. It is for those who wish to learn different data analysis methods using Python and its libraries. This book contains all the basic ingredients you need to become an expert data analyst.
  • 1. Getting Started
  • 2. NumPy Arrays
  • 3. Statistics and Linear Algebra
  • 4. Pandas Primer
  • 5. Retrieving, Processing and Storing Data
  • 6. Data Visualization
  • 7. Signal Processing and Time-series
  • 8. Working with databases
  • 9. Analyzing Textual Data and Social Media
  • 10. Predictive Analytics and Machine Learning
  • 11. Environments outside of the Python ecosystem and Cloud Computing
  • 12. Performance Tuning, Profiling and Concurrency
  • 13. Appendix A
  • 14. Appendix B
  • 15. Appendix C
  • 16. Preface
  • Title:Python Data Analysis. Learn how to apply powerful data analysis techniques with popular open source Python modules
  • Author:Ivan Idris
  • Original title:Python Data Analysis. Learn how to apply powerful data analysis techniques with popular open source Python modules
  • ISBN:9781783553365, 9781783553365
  • Date of issue:2014-10-28
  • Format:Ebook - EPUB
  • Item ID: e_3auy
  • Publisher: Packt Publishing