What are the main differences between NumPy and Pandas?
NumPy is primarily used for numerical computations and handling arrays, while Pandas is designed for data manipulation and analysis, providing data structures like DataFrames.
Can you explain when to use Matplotlib over Seaborn?
Use Matplotlib for basic plotting and customization, while Seaborn is better for statistical data visualization with built-in themes.
What about TensorFlow and PyTorch? Which one should I choose for deep learning?
TensorFlow is great for production and deployment, while PyTorch is preferred for research and flexibility due to its dynamic computation graph.
Are there any libraries for web scraping in Python?
Yes, Beautiful Soup and Scrapy are popular libraries for web scraping. Beautiful Soup is great for parsing HTML, while Scrapy is a full-fledged framework for web scraping.
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