Linear Algebra for Data Scientists with NumPy - Analytics India Magazine

Linear Algebra for Data Scientists with NumPy - Analytics India Magazine

Data Science relies heavily on Linear Algebra. NumPy offers array-like data structures & dedicated operations and methods for Linear Algebra.

NumPy is an essential Python library to perform mathematical and scientific computations. NumPy offers Python’s array-like data structures with exclusive operations and methods. Many data science libraries and frameworks, including Pandas, Scikit-Learn, Statsmodels, Matplotlib and SciPy, are built on top of NumPy with Numpy arrays in their building blocks. Some frameworks, including TensorFlow and PyTorch, introduce NumPy arrays or NumPy-alike arrays as their fundamental data structure in the name of tensors.

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