CogniBits

Large Language Models (LLMs) for Efficient NL2SQL

May 20, 20245 min read

Understanding Word Embeddings: Word2Vec and GloVe

Jan 24, 20243 min read

A Beginner's Guide to Generative AI

Generative AI refers to algorithms that can generate new content, whether it's text, images, audio, or even video. Unlike traditional AI, which typically focuses on classification or prediction tasks, generative models create new data instances that ...

Nov 17, 20244 min read

Understanding XGBoost: A Powerful Machine Learning Algorithm

Sep 4, 20238 min read

Vector vs Graph vs Relational Databases

Aug 3, 20234 min read

Activation Functions in Deep Learning

Activation functions are mathematical functions applied to the output of each neuron (node) in a neural network. They determine whether the neuron should be activated or not, i.e., whether the information should pass through the neuron or not. Activa...

Aug 1, 20234 min read