https://github.com/letiziaia/dsp_2021

Basic Python code snippets for data science students
https://github.com/letiziaia/dsp_2021

data-science numpy pandas python

Last synced: 11 days ago
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Basic Python code snippets for data science students

• Host: GitHub
• URL: https://github.com/letiziaia/dsp_2021
• Owner: letiziaia
• License: mit
• Created: 2021-09-12T14:30:33.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-09-20T11:59:09.000Z (over 3 years ago)
• Last Synced: 2024-12-16T22:44:37.196Z (2 months ago)
• Topics: data-science, numpy, pandas, python
• Language: Python
• Homepage:
• Size: 12.7 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# DSP_2021

Basic Python code snippets for data science students

## Content

Run `introduction.py` to see basics of Python data types and text input/output.

See `basic_examples.py` for more examples on basic Python syntax and operations.

See `advanced_examples.py` for examples with 

`numpy`, `pandas`, `matplotlib`, `seaborn`, `plotly`, `scikit-learn`, `statsmodel`.

See `interactive_presentation.py` for an example of `dash` with `plotly` for interactive dashboards.

See `database_connector.py` for an example of interaction with database with `duckdb`.

## Requirements

Python 3.9 and the modules listed in `requirements.txt`.