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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Paid Course

Prediction Models with Sports Data

41 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
• On-Demand
• Paid Course

Valoración de Futbolistas con el Método AHP

19 reviews

Aprenderás a utilizar el método AHP para seleccionar de forma objetiva el mejor jugador para una posición o estimar el valor de su traspaso.

• edX
• 3 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

The Analytics Edge (Spring 2017)

4 reviews

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
• On-Demand
• 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
• On-Demand
• Paid Course

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
• On-Demand
• Free Online Course

March MATHness

318 ratings at Udemy

Learn 3 popular sport ranking methods and how to create March Madness brackets with them. Let math make the picks!

• Udemy
• 2 hours 1 minute
• On-Demand
• Free Online Course

Pitch Location Charts with PITCHf/x and ggplot

107 ratings at Udemy

Analyze baseball game at-bats using PITCHf/x data and ggplot. Create detailed pitch location charts visualizing pitch type, speed, order, and at-bat outcomes. Gain advanced R and data visualization skills.

• Udemy
• 2 hours 11 minutes
• On-Demand
• Free Online Course

Sports Video: Recording, Analysis and Live Streaming

36 ratings at Udemy

Your All-in-One Course for Coaches, Analysts, Educators, and AV Integrators in Sports

• Udemy
• 5 hours 7 minutes
• On-Demand
• Paid Course

Microcredential

AI in Sports: The Approach of a Club

18 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 a week
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Paid Course