What are the best frameworks for data science in Python?
An example of an AI chatbot conversation about frameworks for data science in Python.
What are the best frameworks for data science in Python?
Some of the best frameworks include Pandas, NumPy, Scikit-learn, TensorFlow, and PyTorch. Each serves different purposes.
Can you explain what Pandas is used for?
Pandas is primarily used for data manipulation and analysis. It provides data structures like DataFrames for handling structured data.
How does Scikit-learn differ from TensorFlow?
Scikit-learn is mainly for traditional machine learning algorithms, while TensorFlow is designed for deep learning and neural networks.
Which framework is best for beginners?
Pandas and Scikit-learn are great for beginners due to their simplicity and extensive documentation.
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