Python for data mining quick syntax reference / Valentina Porcu
Material type:
TextPublication details: California Apress Media 2022Description: 260pISBN: - 9781484247426
- 006.312 POR-V
| Item type | Current library | Collection | Shelving location | Call number | Copy number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|---|---|---|
Books
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BITS Pilani Hyderabad | 003-007 | General Stack (For lending) | 006.312 POR-V (Browse shelf(Opens below)) | INR 799.00. | Checked out | 13/08/2024 | 47286 |
Learn how to use Python and its structures, install it, and which tools are best suited for data analyst work. This book provides a handy reference and tutorial on topics ranging from basic Python concepts to data mining, manipulating and importing datasets, and data analysis. Python for Data Mining Quick Syntax Reference covers each image concisely, with many illustrative examples. You'll be introduced to several data mining packages, with examples of how to use each of them. The first part covers core Python, including objects, lists, functions, modules, and error handling. The second part covers Python's most important data mining packages: NumPy and SciPy for mathematical operations and random data generation, pandas for data frame management and data import, Matplotlib for drawing charts, and sci-kit learn for machine learning.
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