| NumPy | Numerical computing and working with arrays | - High-performance multidimensional array objects - Mathematical functions for fast operations on arrays |
| Pandas | Data manipulation and analysis | - DataFrame for handling tabular data Functions for data cleansing, manipulation, and analysis |
| Matplotlib | Creating visualizations | - Extensive plotting capabilities - Customizable plots including line, scatter, bar, histogram, and more |
| Scikit-learn | Machine learning and data mining | - Algorithms for classification, regression, clustering - Preprocessing tools and model selection utilities |
| SciPy | Modules for optimization, integration, and more | - Builds on NumPy to provide a large number of algorithms for numerical computing. |
| Requests | Making HTTP requests | - Simplifies the process of making HTTP requests - great for web scraping and API interactions. |
| TensorFlow | Building and training machine learning models | - Deep learning and neural networks - Support for both CPU and GPU computing |
| Requests | Making HTTP requests | - Simple API for making HTTP requests - Supports HTTPS, authentication, and session handling |
| BeautifulSoup |
Web scraping and parsing HTML/XML | - Parses HTML and XML documents - Provides methods for navigating and searching parse trees |
| Flask | Building web applications | - Lightweight and modular web framework - Support for routing, templates, and RESTful request handling |
| Django | Developing web applications | - High-level framework with built-in authentication, admin interface - Scalable and secure, ORM for database management |
| Pytest | Testing and ensuring code quality | - Simple syntax for writing tests - Fixtures and plugins for test customization and automation |
A. How to install Python (and VS as a
Step 1. Python installation (Free)
https://www.python.org/downloads/
Step 2. Visual Studio installation (Free)
https://code.visualstudio.com/docs/?dv=win
B. How to install Library
B-1. (at TERMINAL)
(ex.) pip installation numpy
B-2. troubleshooting
https://blog.naver.com/wizsun123/223461315042
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