Machine Learning

Full explanation on Linear Regression and how it learnsThe Crane Stance. Public Domain image from OpenverseJust like Mr. Miyagi taught...

Diving into the F-test for nested models with algorithms, examples and codeWhen analyzing data, one often needs to compare two...

The Problem:I needed to generate a transect every 10 feet across every street in New York City, and I had...

Have you gathered all the relevant data?Let’s assume your company has provided you with a transactional database with sales of...

Developing an application for extracting key profile information from CVs and recommending jobs aligned with the profile28 min read·13 hours...

Most contemporary tools approach our automation goal by building stand-alone “coding bots.” The evolution of these bots represents an increasing...

Dissecting “Reinforcement Learning” by Richard S. Sutton with custom Python implementations, Episode VIn our previous post, we wrapped up the...

Multithreading allows a process to execute multiple threads concurrently, with threads sharing the same memory and resources (see diagrams 2...

How to make linear regression flexible enough for non-linear dataThe linear regression is usually considered not flexible enough to tackle...

100% accuracy isn’t everything: helping users navigate the document is the real valueSo, you are building a RAG system or...