What are some popular Python libraries for machine learning?
Some popular Python libraries for machine learning include TensorFlow, Scikit-learn, Keras, and PyTorch.
Can you explain the differences between TensorFlow and PyTorch?
Sure! TensorFlow is often used for production and has a more complex architecture, while PyTorch is favored for research due to its dynamic computation graph.
Which library is better for beginners?
Scikit-learn is generally considered the best for beginners due to its simplicity and ease of use for basic machine learning tasks.
Are there any libraries specifically for deep learning?
Yes, TensorFlow and Keras are specifically designed for deep learning, providing high-level APIs to build and train neural networks.
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