Resources
Python Packages
- The Python Package Index - Find python packages
- Python Module of the Week - A weekly deep dives into Python modules
Recommended Packages
| Package | Description |
|---|---|
| Requests | Communicating with APIs and downloading things from the web |
| Scrapy | Web scraping in Python |
| BeautifulSoup | Parse through HTML and XML in Python |
| NumPy | Really fast library for working with tables of numerical data |
| SciPy | Advanced mathematical operations and algorithms |
| Pandas | Working with tabular data |
| matplotlib | Generate charts and graphs |
| nltk | Text analysis |
| scikit-learn | Machine learning |
| SQLAlchemy | Interacting with databases |
| NetworkX | Network visualization and analysis |
Books & Tutorials
- A Byte of Python
- First Python Notebook
- Automate the Boring Stuff with Python
- Google for Education - Python
- Learn Python