Recent posts

Seaborn Data Visualization

3 minute read

When it comes to data visualization in Python, Matplotlib is powerful but often requires extra effort to make plots look polished. Seaborn, built on top of M...

How to Run LLM Model Locally

1 minute read

In this guide, I will walk through the steps to run large language models (LLMs) on your local machine using Ollama and Open WebUI.

Standardization of Datasets

4 minute read

Data standardization is a crucial for machine learning algorithms. For instance, let us think the two features have different scales or units: