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  2. Sports Analytics

Sports Analytics Courses

Sports analytics courses can help you learn data collection techniques, statistical analysis, performance metrics, and predictive modeling. You can build skills in interpreting game statistics, evaluating player performance, and using data to inform coaching strategies. Many courses introduce tools like R, Python, and Tableau, that support analyzing sports data and visualizing trends, enabling you to make informed decisions based on quantitative insights.

Popular Sports Analytics Courses and Certifications


  • U

    University of Michigan

    Sports Performance Analytics

    Intermediate · Specialization

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Foundations of Sports Analytics: Data, Representation, and Models in Sports

    Skills you'll gain: Statistical Methods, Regression Analysis, Plot (Graphics), Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Data Preprocessing, Matplotlib, Data Visualization, Statistical Analysis, Analytics, Statistical Modeling, R Programming, Data Analysis, Pandas (Python Package), Python Programming

    4.4 stars, 209 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (209) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    Applied Football Analytics - Looking at real-world cases

    Skills you'll gain: Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Advanced Analytics, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Persuasive Communication, Databases, Database Design, Innovation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    Maximum Performance and Technology in Sports

    Skills you'll gain: Data Presentation, Data Literacy, Matplotlib, Probability Distribution, Data Processing, Probability & Statistics, Data Integration, Performance Analysis, Statistical Analysis, Probability, Analysis, LLM Application, Data Cleansing, Case Studies, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Statistical Methods, Data Collection, Machine Learning

    4.9 stars, 9 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (9) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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  • T

    The State University of New York

    Data Analytics in Sports Law and Management

    Skills you'll gain: Facility Management, Event Management, Contract Management, Facility Operations, Events and Conferences, Performance Analysis, Business Analytics, Analytics, Data Management, Data-Driven Decision-Making, Relationship Management, Data Analysis, Performance Measurement, Customer Engagement, Operations Management, Team Performance Management, Linear Algebra, Administration, Law, Regulation, and Compliance, Regulation and Legal Compliance

    4.8 stars, 56 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (56) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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  • U

    University of Michigan

    Introduction to Machine Learning in Sports Analytics

    Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Predictive Analytics, Feature Engineering, Machine Learning Algorithms, Predictive Modeling, Analytics, Decision Tree Learning, Machine Learning, Logistic Regression, Data Analysis, Classification Algorithms, Python Programming

    4.6 stars, 28 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (28) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    AI in Sports: The Approach of a Club

    Skills you'll gain: Artificial Intelligence, Performance Analysis, Automation, Personalized Service, Digital Transformation, Augmented and Virtual Reality (AR/VR), Technology Strategies, Innovation, Internet Of Things, Machine Learning, Big Data, Ethical Standards And Conduct, Deep Learning, Analytical Skills, Predictive Analytics, Health Technology, Data Analysis, Natural Language Processing, User Experience, Data Security

    4.8 stars, 23 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (23) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Business Analytics

    Skills you'll gain: People Analytics, Descriptive Analytics, Data-Driven Marketing, Financial Statement Analysis, Business Analytics, Data-Driven Decision-Making, Customer Analysis, Financial Statements, Financial Analysis, Analytics, Operational Efficiency, Predictive Analytics, Financial Data, Operational Analysis, Peer Review, People Management, Human Resources, Marketing Strategies, Corporate Strategy, Accounting

    4.6 stars, 18K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (18K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    Máximo rendimiento y tecnología en el deporte

    Skills you'll gain: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Data Integration, Statistical Analysis, Advanced Analytics, Analytical Skills, Analysis, LLM Application, Data-Driven Decision-Making, Applied Machine Learning, Descriptive Statistics, Reinforcement Learning, Digital Analysis, Data Sharing, Statistical Inference, Unsupervised Learning

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Wearable Technologies and Sports Analytics

    Skills you'll gain: Exercise Science, Injury Prevention, Athletic Training, Physiology, Analytics, Data Analysis, Applied Machine Learning, Analysis, Python Programming, Data Integration

    4.5 stars, 47 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (47) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Analytics the Right Way

    Skills you'll gain: Data-Driven Decision-Making, Performance Measurement, Key Performance Indicators (KPIs), Business Analytics, Performance Metric, Analytics, Business Intelligence, Data Literacy, Strategic Decision-Making, Decision Making, Dashboard, Technical Communication, Data Strategy, Performance Management, Business

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
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    Preview
  • M

    Madecraft

    Applied Data Science and Analytics

    Skills you'll gain: Big Data, Regression Analysis, Data-Driven Decision-Making, Data Strategy, Data Storytelling, Business Intelligence, Dashboard, Data Infrastructure, Strategic Thinking, Data Architecture, Strategic Decision-Making, Business Strategies, Data Presentation, Data Warehousing, Data Processing, Data Visualization, Statistical Software, Data Analysis Software, R Programming, SPSS

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
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Best Sports Analytics courses from University of Michigan

Top-rated Sports Analytics courses offered by University of Michigan on Coursera.

  1. 1
    Sports Performance Analytics
    University of MichiganIntermediateUniversity of Michigan
  2. 2
    Foundations of Sports Analytics: Data, Representation, and Models in Sports
    University of MichiganIntermediate1 - 3 Months4.4(209)University of Michigan
  3. 3
    Introduction to Machine Learning in Sports Analytics
    University of MichiganIntermediate1 - 4 Weeks4.6(28)University of Michigan

Best Sports Analytics certificate programs

Earn a certificate in Sports Analytics from top universities and companies.

  1. 1
    Maximum Performance and Technology in Sports
    Real Madrid Graduate School Universidad EuropeaBeginner3 - 6 Months4.9(9)Specialization
  2. 2
    Data Analytics in Sports Law and Management
    The State University of New YorkBeginner3 - 6 Months4.8(56)Specialization
  3. 3
    AI in Sports: The Approach of a Club
    Real Madrid Graduate School Universidad EuropeaBeginner3 - 6 Months4.8(23)Specialization

Best Sports Analytics courses for beginners

Top-rated beginner-friendly Sports Analytics courses with no prerequisites.

  1. 1
    Applied Football Analytics - Looking at real-world cases
    Real Madrid Graduate School Universidad EuropeaBeginner1 - 4 Weeks4.8(5)No prerequisites
  2. 2
    Business Analytics
    University of PennsylvaniaBeginner3 - 6 Months4.6(18,445)No prerequisites
  3. 3
    Máximo rendimiento y tecnología en el deporte
    Real Madrid Graduate School Universidad EuropeaBeginner3 - 6 MonthsNo prerequisites

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