Speed up aggregations using .agg method instead of .apply and .map methods.

Python shell is not the only option to run scripts. Here are several other ways and their pros and cons.

How to speed up Pandas data wrangling operations with simple tweaks.

Deploying machine learning models in production is easy with FastAPI. Here's how to deploy scikit learn models.

Python 3.12 is the next version planned to release in 2023. Here's how to install the development version on the popular Linux distro: Ubuntu.

Data leakage occurs when confidential or sensitive information is accessed without authorization. It can happen accidentally, through exfiltration by disgruntled employees, or via electronic communic…

Create a word cloud to win business presentations. These online tools can turn your text into excellent visualization.

For-loops are slow. It's a quick fix, but for data-intensive iteration, Python has NumPy. It's optimized for speed using C implementation.

Install Python 3.11 and make it default. Also, works on Ubuntu 18.04 (bionic), 20.04 (focal).

You can use Crontab, or you can use this.