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
neurontistneurontist.hashnode.dev·Sep 23, 2024Solving Systems with Python: Discovering Gaussian Elimination in Machine LearningWhen it comes to machine learning (ML), especially in the early stages, understanding the core mathematical operations is critical. Linear algebra plays a foundational role in many ML algorithms, and one essential technique is Gaussian elimination. I...33 readssolving systems
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...73 readsLinear Algebramatrices
