Nov. 16, 2025
Data Analysis with Polars
The widely used Pandas package is powerful but its API is enormous, inconsistent, and clunky and it is known to be quite slow. The tide has turned and we at Python Charmers believe Polars is now superior to Pandas for most tasks involving dataframes because of its better API, better performance, and better options for cross-language interoperability.
Nov. 23, 2025
Introduction to Python
This course is an introductory course for people from various backgrounds with an interest in powerfully automating day-to-day tasks involving processing and analyzing data.
View Details Book Now Course Guide
Python for Machine Learning
This is a course for data analysts, quants, statisticians, software developers, and other technical staff interested in learning to use Python for analysing and visualising data and performing powerful predictive analytics. Includes a thorough introduction to machine learning for regression and classification.
View Details Book Now Course Guide
Python for Scientists & Engineers
This is a course for scientists and engineers interested in using Python for solving computational problems that arise in daily work and automating the processing of different kinds of scientific data.
View Details Book Now Course Guide
Python for Geospatial Analysis
This is a course for scientists, engineers, and analysts working with geospatial data sets.
View Details Book Now Course Guide