Mehreen Mallick Fionarosiechan.hashnode.dev·Jan 24, 2025Explore Matrices: Understanding How Linear Dependence and Independence WorkMatrices are a fundamental concept in mathematics as it is used to organize and manipulate data. A matrix is essentially a rectangular array of numbers arranged in rows and columns. Each element in the matrix is identified by its position using a row...10 likesLinear Algebra for Machine Learning and Data Sciencelinear dependence
Nilkanth Mistrynilkanth1010.hashnode.dev·Jul 24, 2024Day 79 - Prometheus 🔥Welcome to Day 79 of the #90DaysOfDevOpsChallenge! Today, we will dive into Prometheus, an open-source system for monitoring services and generating alerts based on a time series data model. Prometheus collects data and metrics from various services ...90 Days Of Devops ChallengesDevops
oli wursteroliwur.hashnode.dev·Apr 26, 2023Matrix Operations in Go (Part 1)Just for curiosity, I want to program a library for matrix operations in Go. I'm aware, that there are ready-to-use libraries available already, such as: gonum.org/v1/gonum/mat are there more? I'm sure there are more. Anyways, let's see if we can...68 readsGo Language
Karan Parekhkaranparekh.dev·Feb 1, 2023Eigenvectors and EigenvaluesPrerequisites Linear Transformation and Determinants are the two concepts one needs to be clear about before attempting to learn what Eigenvectors and Eigenvalues are. Once familiar with them, the core concept is pretty simple to grasp. Core concept ...102 readsLinear AlgebraMatrix
Karan Parekhkaranparekh.dev·Jan 27, 2023Matrix DeterminantsA simple but important prerequisite for this topic is to understand how linear transformations transform the vector space around it. If you don't then you can read my article on Linear Transformation and come back here for Determinants. Core concept ...105 readsLinear Algebradeterminants
Karan Parekhkaranparekh.dev·Jan 22, 2023Linear TransformationCore concept Transformation is another word for function. A function takes in some input, transforms it, and spits out an output. This function or transformation is represented by a matrix. To better understand it, consider the following matrix. $$A ...1 like·130 readsLinear Algebramatrices
Karan Parekhkaranparekh.dev·Jan 19, 2023Matrix InversionPre-requisite To develop an intuition for Matrix Inversion it is important to be familiar with the concepts of Linear Transformation and Matrix Determinants. Please read these articles if you need a refresher. Core The Inverse of a matrix depends on ...34 readsLinear AlgebraMatrix
Karan Parekhkaranparekh.dev·Jan 14, 2023Gaussian ReductionTwo simultaneous equations Consider the following system of two simultaneous equations $$\begin{array}{r} & 3a + b = 8 \quad...(1) \\ & a - 2b = 5 \quad...(2) \\ \end{array} $$ We can solve it by multiplying equation (1) by 2 and adding it to equatio...78 readsLinear Algebramatrices
