Sports Analytics Courses and Certifications

Web Summit

Fantasy Sports Skills: Transferability Across Different Sports

Explore the unique skillset required for fantasy sports success, its growing popularity, regulatory challenges, and future prospects in this insightful discussion with industry experts.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Web Summit

Real-Time Analytics Affecting Real-Time Decisions in Sports

Explore the implementation and impact of real-time data analytics in sports, focusing on in-game applications and decision-making processes.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Web Summit

Protecting Player Welfare - Analytics in Sports Performance and Contracts

Explore the role of analytics in player welfare, from on-field performance to contract negotiations, with insights from industry experts.

• YouTube
• 19 minutes
• On-Demand
• Free Video

TEDx

Integrating Technology in Football Scouting - Revolutionizing Player Assessment

Discover how technology revolutionizes football scouting, optimizing player training and performance. Gain insights from an experienced scout on the future of talent identification in soccer.

• YouTube
• 15 minutes
• On-Demand
• Free Video

TEDx

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
• On-Demand
• Free Video

Valoración de Futbolistas con el Método AHP

18 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)

Moneyball and Beyond

50 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
• Free Online Course (Audit)

Prediction Models with Sports Data

36 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
• Free Online Course (Audit)

Introduction to Machine Learning in Sports Analytics

22 ratings at Coursera

Explore supervised machine learning techniques using Python and real athletic data to predict sports outcomes, applying methods like SVM, decision trees, and ensembles to analyze professional leagues and wearable device data.

• Coursera
• 12 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

The Analytics Edge (Spring 2017)

2 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

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
• 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
• On-Demand
• Free Certificate

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
• Free Online Course (Audit)

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

295 ratings at Udemy

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

• Udemy
• 2-3 hours
• On-Demand
• Free Online Course

March MATHness

315 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