Mar 30 ยท 6 min read ยท Hello ๐ฝ, Welcome to another mid-series special ๐. I know I said we're done with BERT, but this is truly insightful ๐ค, enjoy. While pretraining and fine-tuning the BERT (Bidirectional Encoder Repres
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Aug 24, 2025 ยท 11 min read ยท 1.Dot Product โ Definition The dot product of two vectors is simply multiplying corresponding elements and summing them up.๐ The result is a single scalar number. โ Why is it important for GPUs? Deep Learning: Each neuron computes input ยท weights...
Join discussionMay 7, 2025 ยท 9 min read ยท 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 ยท 5 min read ยท 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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