AI-Math Index

📚 5 Posts
🕒 Last Updated: Fri Feb 27 2026

This folder contains AI-Math-related posts.

#	Blog Link	Date	Excerpt	Tags
1	Advance Maths for Machine Learning	Fri Feb 27 2026	Overview of AI infrastructure fundamentals including NVIDIA GPU architecture, training vs inference workloads, data center design, networking, storage, virtualization, and AI operations best practices.	AI Infrastructure AI Operations GPU Computing Data Center CUDA AI Training AI Inference Networking Storage Virtualization MLOps
2	Induction to Multivariate Linear Algebra	Fri Feb 27 2026	Introduction to multivariate linear algebra for machine learning, covering key concepts, applications, and its importance in understanding and implementing machine learning algorithms effectively.	Linear Algebra Machine Learning Multivariate Linear Algebra Vectors Matrices Geometry
3	Algebra for Notation and Geometry	Fri Feb 27 2026	Brief overview of matrix and vector notation, including size, transpose, inverse, determinant, multiplication, sets of numbers and vectors, vector norms, and transformations in the context of machine learning.	Linear Algebra Machine Learning Multivariate Linear Algebra Vectors Matrices Geometry
4	️☠️ Advance MultiVariant Linear Algebra 2	Fri Feb 27 2026	Detailed explanation of the Normal Equation for linear regression, including matrix formulation, closed-form solution, comparison with gradient descent, and practical considerations for implementation.	Machine Learning Linear Regression Normal Equation Linear Algebra Supervised Learning Regression Matrix Operations Data Science
5	️☠️ Advance MultiVariant Linear Algebra	Fri Feb 27 2026	Detailed explanation of the Normal Equation for linear regression, including matrix formulation, closed-form solution, comparison with gradient descent, and practical considerations for implementation.	Machine Learning Linear Regression Normal Equation Linear Algebra Supervised Learning Regression Matrix Operations Data Science