5 LLM Tools I Can’t Live Without

5 LLM Tools I Can’t Live Without

​​Large language models (LLMs) have transformed, and continue to transform, the AI and machine learning landscape, offering powerful tools to improve workflows and boost productivity for a wide array of domains. I work with LLMs a lot, and have tried out all sorts of...
How To Improve the Performance of a RAG Model

How To Improve the Performance of a RAG Model

​​  Introduction   Retrieval-augmented generation (RAG) models, more commonly known as RAG systems, are gaining significant attention in the AI industry. The concept behind the models is simple: instead of training a model on massive amounts of data, we allow the...
7 Steps to Mastering Coding for Data Science

7 Steps to Mastering Coding for Data Science

​​Are you an aspiring data scientist or early in your data science career? If so, you know that you should use your programming, statistics, and machine learning skills—coupled with domain expertise—to use data to answer business questions. To succeed as a data...
How to Create Interactive Visualizations in R

How to Create Interactive Visualizations in R

​​Traditional static charts are useful, but interactive visuals offer more flexibility. They allow users to explore data, zoom in on details, and see changes over time. R has several packages that can be used to create interactive visualizations like tables, charts...
Fundamentals of Effective Prompt Engineering

Fundamentals of Effective Prompt Engineering

​​  The launch of foundational models, popularly called Large Language Models (LLMs), created new ways of working – not just for the enterprises redefining the legacy ways of doing business, but also for the developers leveraging these models. The remarkable ability...