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
Mehreen Mallick Fionarosiechan.hashnode.dev·Jan 22, 2025From Words to Equations: The Intersection of Sentences and Linear AlgebraLinear algebra often begins with the study of systems of linear equations. However, for understanding these systems requires more than just solving equation as it demands familiarity with the language of mathematics. Equations are much like sentences...10 likesLinear Algebra for Machine Learning and Data Sciencesystem of equation
Mehreen Mallick Fionarosiechan.hashnode.dev·Jan 20, 2025Machine Learning Basics: Understanding Systems of EquationsIntroduction Linear algebra might seem like a complicated topic but it's really about understanding patterns, relationships and using math to solve real-world problems. In this blog, we'll explore the basics of linear algebra and discuss why it's imp...11 likes·52 readsLinear Algebra for Machine Learning and Data Sciencelinear algebra
RAUSHAN KUMARthe-infinite-loop.hashnode.dev·Dec 19, 2024Unlocking Linear Algebra: Mastering Linear Combinations, Gauss’s Method, and Echelon Form“Linear algebra is a cornerstone of mathematics with applications in data science, machine learning, and engineering. This article unpacks key concepts like linear combinations, Gauss’s method, and echelon form to help you build a strong foundation.”...Echelon
RAUSHAN KUMARthe-infinite-loop.hashnode.dev·Dec 19, 2024Unraveling Linear Equations: Do More Variables Mean More Solutions?When we think about systems of linear equations, a common assumption is that having more variables than equations always leads to infinitely many solutions. But is this always true? Let’s explore! For example, let's consider two equations: x + y + z ...Mathematics
Mohammed Jodadevforgood.hashnode.dev·Nov 21, 20241. Mathematics for Machine Learning and Deep Learning: Linear Algebra ( numpy, pandas, matplotlib)Linear Algebra Linear algebra is the foundation of machine learning and deep learning, providing tools to understand and manipulate data in multi-dimensional spaces. This tutorial will introduce key concepts of linear algebra with Python examples usi...#LinearAlgebra #Mathematics #DataScience #MachineLearning #ArtificialIntelligence #Statistics #Math #Matrix #Vector #Eigenvalues #Eigenvectors #LinearEquations #LinearSystems #MathematicalFoundations #Algebra #NumericalMethods
Pietro Zanottaamm.zanotp.com·Sep 30, 2024Solving linear systems of equations using quantum computersLinear systems of equations lie at the heart of many scientific and engineering problems, from machine learning to optimization and physics simulations. Classical methods like Gaussian elimination or iterative methods are powerful but can be ineffici...33 readshhl
Harshith Sai Vblogs.harshithsai.com·Sep 28, 2024NormCompressAI: Exploring Image Compression with Different NormsIn the world of deep learning and computer vision, image compression plays a crucial role in efficient data storage and transmission. Today, we’ll dive into a fascinating project called NormCompressAI, which explores how different mathematical norms ...ML
Faozia Islam Rihariha.hashnode.dev·Sep 4, 2024Beginner Concepts of Linear AlgebraLinear algebra is the study of vectors, matrices, and linear transformations, and it is crucial to many fields like computer graphics, data science, and engineering. In this guide, we’ll thoroughly explore the foundational concepts to give you a soli...concepts of linear algebra
Rudra Sarkarrudra-sarkar.hashnode.dev·Jul 27, 2024Rethinking Row space and Column space in the Data WayHi everyone, welcome to my blog. In this blog, I have addressed a very basic concept of linear algebra: row space and column space. While there are a huge amount of resources that address these concepts, I have shared my perspective, and I have tried...72 readsArtificial Intelligence
