Python

Recently, I decided to take some time to learn how to utilize ChatGPT and other OpenAI models. Like much of the world, I had played with OpenAI’s chat interface and had some interesting and silly conversations with ChatGPT. …

Commenting is boring. Documenting is time-wasting. Test2 is a good name for a class. a_final is a good name for a variable. I don’t need to write tests, that function is not so important. These are just a few lies that may lead to developing poor code. Developing poor code…

This article provides a brief highlight of a personal project that I had the opportunity to do during my co-op work at Genecis Bioindustries. This project not only provided a stimulating and enjoyable experience but also proved to be immensely valuable for my personal growth and self-directed learning. — The Challenge: Managing the immense amount of data generated during bacterial fermentation runs, which typically span 48 to 72 hours per week, presents a significant data processing hurdle. To put this into perspective, a single 48-hour fermentation run generates an immense 172,800 data points, which is likely enough to make…

Avoid using global variables Using global variables can make your code harder to understand and maintain, as they can be modified from anywhere in your code. Instead, use local variables and pass them as arguments to functions or class methods. # Using global variables my_var = 42 def my_function(): global my_var…

Demystifying one of the most popular algorithms in Machine Learning. It’s no news that AI has become increasingly popular over the last few years, and it should come as no surprise that there has been an increase in demand for learning about AI. …

There are so many ways you can build them… — Motivation Today, this is what I am selling: awesome_pipeline.fit(X, y) awesome_pipeline may look just like another variable, but here is what it does to poor X and y under the hood: Automatically isolates numerical and categorical features of X. Imputes missing values in numeric features. Log-transforms skewed features while normalizing the…

Introduction: Cascading dropdowns are a common feature in web applications that allow users to select options based on the value of a previous selection. Consider you have two dropdowns: Country and City. The values displayed in the City dropdown should be based on the value selected in the Country dropdown. …

“The Python Network Calculator” Today we’ll explore the concept of network calculation and its application in Python. We’ll work with Python code that simplifies IP address management tasks like calculating subnet masks, network IDs, and more. In this article, we will discuss how to use a Python package called networkcalculator…

In this article, we build a simple interactive analytics web app using the 2022–2023 NBA Player Stats dataset, and Dash framework for Python. What about Dash? Throughout the course of my PhD, I’ve grown into a great enthusiast of Dash framework for Python. In the world of data analysis and visualization, Dash is…