Unfolding the universe of possibilities..

Journeying through the galaxy of bits and bytes.

A Bird’s-Eye View of Linear Algebra: Rank-Nullity and Why Row Rank Equals Column Rank

Why should the number of independent row vectors precisely equal the number of independent column vectors for all matrices? Continue reading on Towards Data Science »

Create a Specialist Chatbot with a Modern Toolset: Streamlit, GPT-4 and the Assistants API

With Streamlit’s sophisticated chat interface, a powerful GPT-4 backend and the OpenAI Assistants API, we can build pretty much any… Continue reading on Towards Data Science »

Robust Statistics for Data Scientists Part 1: Resilient Measures of Central Tendency and…

Building a foundation: understanding and applying robust measures in data analysis Continue reading on Towards Data Science »

Improving CLIP performance in training-free manner with few-shot examples

Part 3 — a simple extension to zero-shot classification with Tip-Adapter. Continue reading on Towards Data Science »

The Math behind Adam Optimizer

The Math Behind the Adam Optimizer Why is Adam the most popular optimizer in Deep Learning? Let’s understand it by diving into its math, and recreating the algorithm Image generated by DALLE-2 If you’ve clicked on this article, you’ve likely heard

Getting started predicting time series data with Facebook Prophet

Getting Started Predicting Time Series Data with Facebook Prophet This article aims to take away the entry barriers to get started with time series analysis in a hands-on tutorial using Prophet When getting started with data science, time series analysis is a

Communicate or Fail: The Underrated Skill That Tech Engineers Need

Why tech engineers need to be masters of communication Continue reading on Towards Data Science »

Optimizing Small Language Models on a Free T4 GPU

Comprehensive Guide to Fine-Tuning Phi-2 using Direct Preference Optimization Continue reading on Towards Data Science »

12 RAG Pain Points and Proposed Solutions

Solving the core challenges of Retrieval-Augmented Generation Continue reading on Towards Data Science »

Building a Random Forest by Hand in Python

A deep dive on a powerful and popular algorithm Continue reading on Towards Data Science »