Machine Learning

Linear Regression Is Actually a Projection Problem, Part 1: The Geometric Intuition

Linear Regression Is Actually a Projection Problem, Part 1: The Geometric Intuition

learns machine learning usually starts with linear regression, not just because it’s simple, but because it introduces us to the…
Vibe Coding with AI: Best Practices for Human-AI Collaboration in Software Development

Vibe Coding with AI: Best Practices for Human-AI Collaboration in Software Development

— collaborating with an agentic AI-powered IDE to build software — is rapidly becoming a mainstream development approach. Tasks that…
Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes

Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes

Introduction , we regularly encounter prediction problems where the outcome has an unusual distribution: a large mass of zeros combined…
Umuzwa Omusha Wokubhala Ikhodi nge-AI

Umuzwa Omusha Wokubhala Ikhodi nge-AI

NgoJulayi odlule, ngibhale i-athikili yobunjiniyela besofthiwe ingase ithintwa ukuhlanganiswa okwandayo kwamathuluzi omsizi wekhodi asekelwe ku-LLM. Ngeshwa kimi, ngangibhala leso sihloko…
Why You Should Stop Worrying About AI Taking Data Science Jobs

Why You Should Stop Worrying About AI Taking Data Science Jobs

what annoys me is the amount of people online, personally, even in my comment section saying “how AI will shut…
One Model to Rule Them All? SAP-RPT-1 and the Future of Tabular Foundation Models

One Model to Rule Them All? SAP-RPT-1 and the Future of Tabular Foundation Models

is trained on vast datasets and can perform a wide range of tasks. Many foundation models today are based on…
How to Effectively Update Claude Decode

How to Effectively Update Claude Decode

can produce an incredible amount of content in a short period of time. This could be creating new features, updating…
Self-Hosting Your First LLM | Towards Data Science

Self-Hosting Your First LLM | Towards Data Science

finally work. They call tools, reason through workflows, and actually complete tasks. Then the first real API bill arrives. For…
A new investment in open source security powered by AI

A new investment in open source security powered by AI

Billions of people rely on an Internet built on open source software – software that anyone can use – but…
Introducing Gemini Embedded 2 Preview | About Data Science

Introducing Gemini Embedded 2 Preview | About Data Science

preview version of its latest embedding model. This model is notable for one main reason. It can embed text, PDFs,…
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