Home Technology

Technology

Cross-Entropy: Measuring the Gap Between Two Probability Distributions

Introduction In machine learning, we rarely predict a single “certain” outcome. Instead, models often output probabilities: the chance an email is spam, the likelihood a...

UMAP (Uniform Manifold Approximation and Projection): A Dimension Reduction Technique for Visualization

Dimensionality reduction plays a crucial role in data science, especially when dealing with high-dimensional datasets. Techniques such as Principal Component Analysis (PCA) and t-SNE...

Dynamic Role and Persona Switching in Agentic Systems

Modern AI agents are expected to handle a wide range of tasks: answering questions, writing code, analysing data, planning workflows, and interacting with users...

How to Train Your Team on Your Security Systems

Investing in advanced commercial fire alarm systems and commercial video surveillance systems is essential for protecting your business—but having the right technology is only half the equation. Your...

Parameter Sharing: A Technique to Reduce the Total Number of Parameters in a Model

Imagine a grand orchestra preparing for a performance. Each musician could have their own sheet of music, individually annotated, individually customized, and uniquely assigned....

The Role of Babel: How to Use a Compiler for Modern JavaScript.

Picture a group of travellers from different eras trying to have a conversation. One speaks Shakespearean English, another uses contemporary slang, and a third...