Browsing: Data Science

A Hands-on Guide for PractitionersLast summer a non-deep learning method for novel view synthesis has entered the game: 3D Gaussian splattig. It is a method to…

A complete worked example for text-review classificationIn this new post, we are going to try to understand how multinomial naive Bayes classifier works and provide working…

We can break down the Mutual Information formula into the following parts:The x, X and y, Yx and y are the individual observations/values that we see…

I’ve recently been tinkering with deep learning models in Tensorflow, and have accordingly been introduced to managing data as tensors.As a Data Engineer that works all…

Learn critical knowledge for building AI apps, in plain englishRetrieval Augmented Generation, or RAG, is all the rage these days because it introduces some serious capabilities…

DATA STRATEGYSome practical advice on where to start from someone who’s been there beforeMost resources I come across when looking for advice and best practices on…

How to easily visualise MediaPipe’s human pose tracking with RerunHuman Pose Tracking | Image by AuthorWe explore a use case that leverages the power of MediaPipe…

Quick Success Data ScienceTailor game night to your interests!Game Night word cloud (by the author)Are you tired of the same old board games on game night?…

LoRA, DoRA, AdaLoRA, Delta-LoRA, and more variants of low-rank adaptation.17 min read·16 hours agoLoRA comes in different shapes and varieties. Photo by Lucas George Wendt on…

ImportsWe start by installing and importing necessary Python libraries.!pip install llama-index!pip install llama-index-embeddings-huggingface!pip install peft!pip install auto-gptq!pip install optimum!pip install bitsandbytes# if not running on Colab…