Football Data Analytics - Data Analysis Crash Course

Designed for learners who have completed an introductory Python course, this intermediate-level programme from FC Python focuses on applying programming skills to data analysis in a football context. It covers core data analysis concepts using the NumPy and Pandas libraries, including working with arrays, series, and DataFrames, handling missing data, grouping, joining, filtering, and describing datasets. An optional extra-credit section introduces building interactive analysis tools with Streamlit.

The course is delivered entirely online and can be completed within a day, consisting of a series of self-paced written articles and tutorials. Football-specific examples are used throughout to contextualise the technical content. No formal qualification or certification is mentioned. The course is produced and delivered by FC Python, a provider specialising in Python education for the football industry.