RMReid Marlowinkomoai.live·1d ago · 5 min readOpenAI's Math Post Is Really About Audit TrailsOpenAI's Math Post Is Really About Audit Trails OpenAI published ten claimed advances in mathematics and theoretical computer science on August 1. They were produced by an internal version of Astra, i00
TTharunintharunpandya.hashnode.dev·Jul 24 · 30 min readEigenvalues and Eigenvectors, Explained for Complete Beginners — The Final Blog in the Linear Algebra for ML SeriesTake a normal photograph and stretch it sideways in an editing app — pull the left and right edges apart, like taffy. Watch what happens to different arrows you could draw on that photo. An arrow poin00
TTharunintharunpandya.hashnode.dev·Jul 22 · 25 min readMatrix Inverse, Determinant & Linear Transformation — What Actually Happens Inside a Machine Learning Model When It "Learns"A few months ago, I locked myself out of my own apartment. I stood outside, called a locksmith, and watched him work. He looked at the lock, cut a fresh key, turned it, and — click — the door opened. 10
YRYajuvendra Rawatinmagic-of-maths-in-quantum.hashnode.dev·Jul 21 · 6 min readThe Magic of Maths in Quantum - "Digging a Bit Deeper into the CNOT Gate"💡 Prerequisites: Part 2 — CNOT = P₀ ⊗ I + P₁ ⊗ X, truth table, and |control⟩|target⟩ convention. A lot needed to ponder upon the CNOT gate, the mathematics is simple and the interpretation goes mu00
MSMuhammad Saadinlearning-ml.hashnode.dev·Jul 14 · 10 min readNumerical Computing for Machine Learning: What I Learned and Why It Matters1. Introduction A few months ago, when I decided to begin my Machine Learning journey, I chose to follow Dr. Mohammad Nauman's Machine Learning roadmap. As part of that roadmap, after completing Linea10
TTharunintharunpandya.hashnode.dev·Jul 8 · 10 min readWhat Is a Vector? The Building Block Behind Every Machine Learning Model"The word vector scared me more than Linear Algebra itself. I thought it was some advanced mathematical concept. It turned out I'd been working with vectors long before I even knew what they were." Ha10
TTharunintharunpandya.hashnode.dev·Jul 7 · 11 min readBefore You Learn Machine Learning, Learn This One Math Topic First"I thought Python was the most important skill in Machine Learning. Then I discovered that everything—from Linear Regression to LLM—is built on one mathematical language: Linear Algebra." Have You Eve10
SSimoninmy-ai-learning-plan.hashnode.dev·Jul 4 · 7 min readBuilding Decision Trees with Pandas and Scikit-learnThe Theory So what's a Decision Tree Regressor and how does it work?It's a regression model so it returns continuous numerical values. It gets a prediction by asking a series of yes/no questions about00
RRishikantinrishiii2.hashnode.dev·Jun 28 · 7 min readMastering Logistic Regression: Probability, Decision Boundaries, and Advanced RegularizationIn our previous post, we explored Linear Regression, learning how to predict continuous continuous values by fitting a hyperplane to data. But what happens when our goal isn't to predict a continuous 00
RRishikantinrishiii2.hashnode.dev·Jun 28 · 7 min readThe Ultimate Guide to Linear Regression: From Basics to Advanced MathematicsWelcome to the definitive guide on Linear Regression. Whether you are a beginner looking for an intuitive explanation or an experienced machine learning engineer brushing up on the high-level mathemat00