Must-Know Concepts - Basic requirements for data analysis
Completed by Kyriakos Theophanous
February 19, 2026
17 hours (approximately)
Kyriakos Theophanous's account is verified. Coursera certifies their successful completion of Must-Know Concepts - Basic requirements for data analysis
What you will learn
Apply key statistical concepts (means, distributions, variability) to football data.
Understand data types (counting, event, tracking, skeletal) and how they shape analysis.
Use Python, APIs, and visualization tools to process and communicate football insights.
Skills you will gain
- Category: Data Collection
- Category: Analytics
- Category: Statistical Methods
- Category: Data Cleansing
- Category: Computer Programming Tools
- Category: Data Processing
- Category: Probability & Statistics
- Category: Statistical Analysis
- Category: Probability Distribution
- Category: Python Programming
- Category: Data Presentation
- Category: Technical Analysis
