Aug 24, 2025 Ā· 11 min read Ā· 1.Dot Product ā Definition The dot product of two vectors is simply multiplying corresponding elements and summing them up.š The result is a single scalar number. ā Why is it important for GPUs? Deep Learning: Each neuron computes input Ā· weights...
Join discussionMay 7, 2025 Ā· 9 min read Ā· Introduction to Linear Transformations A linear transformation is a mathematical concept used to map vectors from one space to another while preserving the operations of vector addition and scalar multiplication. It is defined as a function \(T\) tha...
Join discussionAug 25, 2024 Ā· 5 min read Ā· In my previous article, we explored the definition of a vector and how to calculate the Euclidean distance between them. In this article, we will delve into the mathematical intuition behind the dot product and cosine similarity, which are commonly u...
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