What are the main features of the Pandas library?
Python for Machine Learning - The Complete Beginners Course - Python Libraries for Machine Learning
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The video tutorial introduces five key Python libraries used in data science and scientific computing. Numpy is highlighted for its ability to handle large arrays and matrices, along with mathematical functions. Scipy is presented as a tool for scientific and technical computing, offering modules for optimization and signal processing. Matplotlib is described as a plotting library that integrates well with Numpy. Pandas is introduced for data manipulation and analysis, particularly for numerical tables and time series. Finally, Scikit-learn is discussed as a machine learning library featuring various algorithms and designed to work with Numpy and Scipy.
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Explain the purpose of the Scikit-learn library in Python.
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