Archive | Linear Algebra

A Gentle Introduction to N-Dimensional Arrays in Python with NumPy

A Gentle Introduction to NumPy Arrays in Python

Arrays are the main data structure used in machine learning. In Python, arrays from the NumPy library, called N-dimensional arrays or the ndarray, are used as the primary data structure for representing data. In this tutorial, you will discover the N-dimensional array in NumPy for representing numerical and manipulating data in Python. After completing this […]

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A Gentle Introduction to Linear Algebra

A Gentle Introduction to Linear Algebra

What is Linear Algebra? Linear algebra is a field of mathematics that is universally agreed to be a prerequisite to a deeper understanding of machine learning. Although linear algebra is a large field with many esoteric theories and findings, the nuts and bolts tools and notations taken from the field are practical for machine learning […]

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