Sports Analytics Courses and Certifications

Learning SQL Joins with Leo Messi

Master SQL joins through real-world analysis of Messi's soccer career data, connecting match statistics, player performance, and competition tables to unlock meaningful insights from complex sports databases.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Mastering SQL Functions and Clauses with Leo Messi

Master advanced SQL functions and data analysis using real soccer statistics from Messi's career, covering COUNT, DISTINCT, SUM, GROUP BY, and aggregate functions for meaningful insights.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

智能体育与运动表现分析

在人工智能等前沿科技重塑体育的当下，本课程“以体为本”，系统讲解智能体育科技赋能运动表现分析的核心概念、技术逻辑等，助力学习者把握行业趋势，提升专业能力。

• XuetangX
• Self-Paced
• Free Online Course

Moneyball and Beyond

53 ratings at Coursera

Explore data analytics in baseball, from basic stats to advanced metrics like WAR. Learn to calculate and analyze performance statistics using Python, enabling informed team and player evaluations.

• Coursera
• 1 day 4 hours 42 minutes
• Self-Paced
• Paid Course

Prediction Models with Sports Data

42 ratings at Coursera

Learn to forecast sports game outcomes using Python, focusing on logistic regression modeling with team expenditure data. Apply and evaluate models for EPL, NBA, and NHL, exploring betting odds and analytics.

• Coursera
• 1 day 9 hours 28 minutes
• Self-Paced
• Paid Course

The Analytics Edge

4 ratings

This course presents real-world examples in which quantitative methods provide a significant competitive edge that has led to a first order impact on some of today's most important companies.

• MIT OpenCourseWare
• 16 hours
• Self-Paced
• Free Video

Math behind Moneyball

97 ratings at Coursera

Learn how probability, math, and statistics can be used to help baseball, football and basketball teams improve, player and lineup selection as well as in game strategy.

• Coursera
• 65 hours
• Self-Paced
• Paid Course

Career Certificate

AI in Sports: The Approach of a Club

20 ratings at Coursera

Discover how Real Madrid applies AI to transform athlete performance, injury prevention, fan engagement, and strategic decision-making in professional sports.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

AI for Player Performance and Training

Explore how AI revolutionizes athlete training through wearable tech, injury prevention, personalized programs, and data-driven tactical decisions in elite sports.

• Coursera
• 14 hours 57 minutes
• Self-Paced
• Paid Course

Bracketology with Google Machine Learning

This is a self-paced lab that takes place in the Google Cloud console. In this lab you use Machine Learning (ML) to analyze the public NCAA dataset and predict NCAA tournament brackets.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Must-Know Concepts - Basic requirements for data analysis

Master essential mathematical, statistical, and data-handling concepts for football analytics through practical examples and industry-standard tools.

• Coursera
• 17 hours 3 minutes
• Self-Paced
• Paid Course

Packt

Real-World SQL Projects - 5 Hands-On Case Studies

Gain practical SQL expertise through 5 real-world case studies covering cricket, flights, hospitals, and retail data—building a GitHub portfolio while mastering query writing and data analysis.

• Coursera
• 7 hours
• Self-Paced
• Paid Course

The future of sports from organisations to competitions

Explore how sport is being reshaped by new competition formats, private ownership, technology, and data-driven models transforming performance, talent development, and fan engagement worldwide.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

Data and Sport - The Revolution

Exploration de l'impact croissant des données dans le sport, ses avantages et risques potentiels, par un ancien olympien de bobsleigh partageant son expertise et ses réflexions.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Watch & Learn Baseball: Understand the Game Like a True Fan

323 ratings at Udemy

A-Z guide on how the game of baseball works including chalkboard-style video lessons, quizzes, and fun videos.

• Udemy
• 2 hours 30 minutes
• Self-Paced
• Free Online Course