Beau CarnesforfreeCodeCampfreecodecamp.org·May 28, 2024Linear Algebra Crash Course - Mathematics for Machine Learning and Generative AILinear algebra is a useful skill for professionals in data science, machine learning, and AI. We just posted a course on the freeCodeCamp.org YouTube channel that will teach you linear algebra. This crash course spans just over 6 hours and is a great...Discusslinear algebra

Obidur Rahmanashfin.hashnode.dev·May 13, 2024Matrix Fundamentals: A Beginner's GuideHello, wonderful readers! Today, let's embark on a fun adventure into the world of matrices and how they make Machine Learning even more magical. If you're new to this, fear not! We'll breeze through it together, step by step. We will learn their fun...Discuss·1 likeMathematics

Obidur Rahmanashfin.hashnode.dev·Apr 22, 2024Unveiling the Core Concepts and Applications of Linear Algebra in Machine LearningFundamental Concepts of Linear Algebra Linear algebra is the secret weapon of machine learning. It helps algorithms manipulate data like pros, efficiently. In this comprehensive guide, we dive into the fundamentals to better understand how it powers ...Discuss·1 like·42 readslinear algebra

Eudyptulaeudyptula.hashnode.dev·Mar 19, 2024Basic math for graphics programmingRecently I've been interested in graphics, GPU computing, and everything that falls between or exists adjacent to these fields. I decided to check out the Introduction to Computer Graphics course by Cem Yuksel at the university of Utah. --> You can w...Discussgraphics

Eric Hamacherhamacher.cloud·Mar 16, 2024My Quantum Spin: Qubit Ordering and OperationsOverview Picking up from Learning Quantum Computing, I continue chronicling my learning journey through quantum computing. This post serves two purposes. First, I had a personal a-ha moment while manually working through the math to find the resultin...Discuss·536 readsqubit

Furkan Akalfurkanakal.com·Mar 13, 2024Part 1: Basics of Lattice Theory | A Guide to Fully Homomorphic Encryption (FHE)Hello everyone! Welcome to the first post of the fully homomorphic encryption series. In this series, we will start with the basics of lattice theory, then move on to lattice-based cryptography, and finally dive into the fundamentals of fully homomor...Discuss·177 readsFully Homomorphic Encryptionlattice theory

Alan Garcíaalanseb92.hashnode.dev·Feb 27, 2024Linear Algebra and Machine Learning Lectures IntroductionMachine learning algorithms appear to operate in a realm of complexity, but beneath the surface lies a foundation built upon the elegant principles of linear algebra. This lecture delves into these fundamental concepts and explores their seamless int...Discuss·2 likes·45 readsMachine Learning

Suraj Karkisavvysuraj.hashnode.dev·Feb 17, 2024Anomaly Detection Using Probabilistic and Dimension-Based ModelsBefore I start, let's have some motivation: "Great things happen to those who don't stop believing, trying, learning, and being grateful." Roy T. Bennett This is the second lesson of the Anomaly Detection lecture series. In this lesson, you going...Discuss·1 likeAnomaly DetectionPythonMathematics

Shuvashis Basakbasaksblog.hashnode.dev·Jan 24, 2024Linear Algebra: Your Beginner's Guide to Matrices and Transformations.A linear equation is simply an equation with no variable whose power is greater than 1. A linear equation is always a polynomial of degree 1.Example of linear equation: Example of nonlinear equation: A system of linear equations is a collection of ...Discuss·1 likelinear algebra

ShaaNmirageazlit.hashnode.dev·Jan 4, 2024Math MarvelsRole > Mathematics is a fundamental aspect of programming, and various mathematical concepts are essential for writing efficient and effective code. No need for complicated theories—just the essentials to make math in programming not only understanda...Discuss2Articles1Week