An Introduction to Data Science With Python /
"An Introduction to Data Science with Python by Jeffrey S. Saltz and Jeffery M. Stanton provides readers who are new to Python and data science with a step-by-step walkthrough of the tools and techniques used to analyze data and generate predictive models. After introducing the basic concepts o...
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| Main Authors: | , |
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| Format: | Book |
| Language: | English |
| Published: |
Los Angeles :
SAGE,
[2025]
©2025 |
| Subjects: | |
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Table of Contents:
- Introduction-data science, many skills
- Begin at the beginning with Python
- Rows and columns
- Data munging
- What's my function?
- Beer, farms, peas, and statistics
- Sample in a jar
- Storage wars
- Pictures versus numbers
- Map magic
- Linear models
- Classic classifiers
- Left unsupervised
- Words of wisdom : doing text analysis
- In the shallows of deep learning