TY - BOOK AU - McKinney, Wes TI - Python for data analysis: data wrangling with pandas, numpy & jupyter SN - 9789355421906 AV - QA76.73.P98 PY - 2022/// CY - Mumbai PB - Shroff publishers & distributors pvt.ltd. (O'Reilly) KW - Computer science: Python N1 - 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. Advanced pandas; 13. Introduction to modeling libraies in Python; 14. Data analysis examples; 15. Advanced NumPy; 16. More on the IPython system N2 - "Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. You'll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process" ER -