5 min
Principal Component Analysis (PCA) is a statistical method that has gained substantial importance in fields such as machine learning, data analysis, and signal processing....
3 min
Linear algebra, a branch of mathematics dealing with vectors and the rules for their operations, has many applications in the real world. One such...
4 min
Linear algebra, often considered the cornerstone of advanced mathematics and foundational to multiple scientific fields, is primarily concerned with vector spaces and linear equations....
4 min
Introduction Singular Value Decomposition, commonly known as SVD, is a powerful mathematical tool in the world of data science and machine learning. SVD is...
4 min
The world of linear algebra is packed with fascinating concepts, and one of those is the affine transformation. If you’ve dabbled in computer graphics,...
3 min
Eigenvectors and eigenvalues are fundamental concepts in linear algebra that have found applications in various domains, especially in data science. From Principal Component Analysis...
4 min
Welcome to a deep dive into the concepts of orthogonal and orthonormal second-order matrices. By the end of this blog post, you’ll understand what...
7 min
Tensors, in general, are mathematical objects that generalize vectors, matrices, and higher-order structures, allowing us to describe more complex interactions, particularly in Data Science....
3 min
Matrix theory is a fundamental aspect of linear algebra and plays a crucial role in a variety of scientific and engineering domains. While we...
4 min
Vectors are a foundational concept in linear algebra and have broad applications across the sciences. Among the most fundamental ideas related to vectors are...
5 min
In the world of data science, vectors play a vital role. They are fundamental to machine learning, data analysis, and artificial intelligence. This post...
3 min
What is a Scalar? A scalar is the simplest form of a tensor. It’s a single number, without direction. Scalars contrast with higher order...
Types of Tensors – A Comprehensive Guide in Exploring the Different Types of Tensors Introduction Tensors form the bedrock of many scientific disciplines, including...
5 min
Let’s dive into the Core Concepts behind Linear Algebra with Examples & Illustrations. This is a series of lessons on Linear Algebra, covering the...
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