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AAAbstract Algorithmsabstractalgorithms.devMay 3 · 22 min read

Dot Product in Machine Learning: The Engine Behind Similarity, Attention, and Neural Networks

TLDR: The dot product multiplies corresponding elements of two vectors and sums the results. In machine learning it does three critical jobs: it scores semantic similarity between embeddings, computes

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EMErick Mwangiblog.rickmwasofficial.meDec 14, 2025 · 3 min read

The DeepMind Quest

There is a seductive path in modern AI learning: jump straight into Python, import Scikit-learn or PyTorch, run a tutorial script, and watch the accuracy numbers go up. I took that path. It felt productive. I was "doing AI." But there was always a na...

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AKAkash Kishorebeyond-the-bit.hashnode.devDec 9, 2025 · 9 min read

Quantum Gates: When Vectors Meet Matrices

1. Recap: Where We Left Off In the last post, “Speaking Quantum: The Math Beneath the Magic”, we explored how a qubit isn't just a bit—it’s a vector ∣ψ⟩ living in a complex vector space. We swapped spooky analogies for precise tools to describe a sta...

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SBSaachi Badalsaachis-blog.hashnode.devDec 2, 2025 · 6 min read

The Mathematical Anatomy of Vectors

I used to think of a Matrix as just a spreadsheet ,a grid of rows and columns. But as I dig deeper into the math, I realized that is a limited view. To really understand Machine Learning, we have to look at the atomic unit: the Vector. Today is about...

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SBSaachi Badalsaachis-blog.hashnode.devNov 30, 2025 · 5 min read

Deep Dive into Machine learning Math

I am currently working my way through a massive Linear Algebra for Machine Learning course. To be honest, a lot of this felt like déjà vu. I technically learned about vectors, dot products, and the unit circle back in high school. I realized I didn't...

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VVipinvipinputhan.hashnode.devNov 24, 2025 · 3 min read

Linear Algebra in AI: Everyday Applications Explained

Have you ever wondered how the mathematics behind Artificial Intelligence (AI) shapes our digital world? One cornerstone of AI is Linear Algebra. While it might sound complex, linear algebra comes alive through countless practical applications. Here’...

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ADAmritanshu Dashlinear-algebra-for-ai.hashnode.devNov 22, 2025 · 2 min read

Linear Algebra for AI

Last updated: 23 Nov 2025 Linear algebra is the study of straight-line relationships and flat spaces — how things move, stretch, rotate, or combine without breaking structure. It’s basically the language of transformations that keep: straight lines ...

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AKAkash Kishorebeyond-the-bit.hashnode.devNov 7, 2025 · 8 min read

Speaking Quantum: The Math Beneath the Magic

Welcome back to Beyond the Bit! Last week, we explored the mind-bending concepts of superposition and entanglement—the "what" of quantum computing. We realized that a quantum computer isn't just a faster classical computer; it relies on entirely diff...

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AAAyooluwa Awonusonuquantummindset.qbitchronicles.comNov 4, 2025 · 5 min read

Quantum States, Collapse, and the Quantum Mystery

Revisiting Classical Systems: The Foundation of Probability Last week, we went into great detail about the fundamentals of general, multi-state classical systems, grounding their mathematical representation in the spirit of linear algebra and basis v...

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LMLinear Motor ITGitglinearmotor.hashnode.devOct 13, 2025 · 9 min read

How Does a Linear Motor Work?

In an era where speed, precision, and seamless automation are no longer optional but essential, linear motors are transforming the way machines move, literally. But how does a linear motor work beneath its sleek, silent performance? Unlike convention...

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#linear-algebra

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#linear-algebra

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Trending tags this week

Dot Product in Machine Learning: The Engine Behind Similarity, Attention, and Neural Networks

The DeepMind Quest

Quantum Gates: When Vectors Meet Matrices

The Mathematical Anatomy of Vectors

Deep Dive into Machine learning Math

Linear Algebra in AI: Everyday Applications Explained

Linear Algebra for AI

Speaking Quantum: The Math Beneath the Magic

Quantum States, Collapse, and the Quantum Mystery

How Does a Linear Motor Work?