Programming

second in a brief series on developing data dashboards using the newest Python-based GUI development tools, Streamlit, Gradio, and Taipy.  The source dataset for every dashboard will likely be the identical, but stored in...

, myself included, start their coding journey using a Jupyter Notebook. These files have the extension .ipynb, which stands for Interactive Python Notebook. Because the extension name suggests, it has an intuitive and interactive...

it is best to read this text In case you are planning to enter data science, be it a graduate or an expert in search of a profession change, or a manager answerable for...

In this text, I'll introduce you to hierarchical Bayesian (HB) modelling, a versatile approach to mechanically mix the outcomes of multiple sub-models. This method enables estimation of individual-level effects by optimally combining information across...

Models have undeniably revolutionized how a lot of us approach coding, but they’re often more like a super-powered intern than a seasoned architect. Errors, bugs and hallucinations occur on a regular basis, and...

distributions are essentially the most commonly used, numerous real-world data unfortunately will not be normal. When faced with extremely skewed data, it’s tempting for us to utilize log transformations to normalize the distribution...

language Rust is now appearing in lots of feeds because it offers a performant and secure method to write programs and places great emphasis on performance. When you come from the Python world...

In December 2024, I wrote an article sharing my experience using VSCode (GitHub Copilot) and Cursor (Claude 3.5 Sonnet) from the angle of a Data Scientist. I concluded the article by stating: Since writing this text,...