Python for data analysis : data wrangling with pandas, NumPy & Jupyter
Material type: TextPublication details: Shroff Publishers, Mumbai : ©2022Edition: 3rd edDescription: xvi, 561 p. : ill. ; 23 cmISBN:- 9781098104030
- 006.312 MCK-P
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
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Books | IIITD General Stacks | Computer Science and Engineering | 006.312 MCK-P (Browse shelf(Opens below)) | Available | 012495 |
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This book includes index.
1. Preliminaries 2. Python language basics, IPython, and Jupyter notebooks 3. Built-in data structures, functions, and files 4. NumPy basics: arrays and vectorized computation 5. Getting started with pandas 6. Data loading, storage, and file formats 7. Data cleaning and preparation 8. Data wrangling: join, combine, and reshape 9. Plotting and visualization 10. Data aggregation and group operations 11. Time series 12. Introduction to modeling libraies in Python 13. Data analysis examples
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