If you are considering a future that combines sports with mathematics or technology, joining a sports analytics summer program can help you test that interest early!
Summer sports analytics programs give you exposure to how data drives modern sports decisions before you commit to a related college major. You may study statistical modeling, explore performance tracking systems, learn how predictive analysis works, or examine how teams evaluate player efficiency. The experience moves from theory to application and shows how numbers influence strategy.
Why should you choose a summer program?
Summer programs allow you to explore the field in a short, focused timeframe. Without the pressure of school exams, you can immerse yourself in learning new tools and concepts. This helps you assess whether sports analytics or a related quantitative field aligns with your strengths and interests.
These programs also add depth to your college applications. Being able to discuss real projects or data analysis experience demonstrates initiative and focused exploration.
With that, here is a curated list of 15 sports analytics summer programs for high school students! If you are also curious about how athletes move and recover, you can explore Kinesiology summer programs for high school students here!
15 Sports Analytics Summer Programs for High School Students
1. Syracuse University’s Summer College Course: Sports Analytics
Location: Syracuse University, Onondaga County, NY
Cost: $4,024 for commuting students and $4,995 for residential students (discounts and scholarships available)
Acceptance rate/cohort size: Highly selective
Dates: July 19 – 31
Application Deadline: December 15 – May 1
Eligibility: Rising 10th through 12th graders plus newly graduated seniors who are at least 15 years old with a minimum GPA of 3.0
As the first university to offer an undergraduate degree in sports analytics, Syracuse University’s sports management department offers a glimpse of the major to high school students. In this course, you will learn the important role that data plays in sports and how you can use it to your advantage. You will particularly explore the different data analytics and analytics tools, like R and Tableau, that are being used in the sports industry. The program gives you the chance to interact with sports analytics professionals and students who are currently studying the subject.
2. University of the Pacific Sports Analytics Camp
Location: University of the Pacific, Stockton, CA
Cost: $3,800 (discounts of $500 available for select students; check your eligibility here)
Acceptance rate/cohort size: Not specified
Dates: June 16 – 26
Application Deadline: Not publicly available
Eligibility: Rising 10th through 12th graders
University of the Pacific’s Sports Analytics Camp centers on how data shapes both gameplay decisions and business strategy in sports. You attend structured sessions led by business faculty and industry professionals who explain statistical modeling, prediction methods, and performance evaluation. The camp teaches you how to measure player output using real datasets and how to visualize findings clearly. You work through case-based exercises that require applying probability and statistical reasoning. By the end, you have practiced translating raw numbers into insights.
3. Moneyball Academy
Location: Wharton School of the University of Pennsylvania, Philadelphia, PA
Cost: A non-refundable application fee of $100, and the program costs $10,599 (financial need-based scholarships available)
Acceptance rate/cohort size: Highly selective
Dates: July 5 – 25
Application Deadline: Priority deadline is January 28, and final deadline is March 18
Eligibility: Rising 10th, 11th, 12th graders; strong math skills
During this three-week summer program, you will explore the statistics and coding techniques used in analyzing sports by attending lectures focused on the subject. You will especially learn about the programming language R and how it is used by sports statisticians to make data-driven decisions. Students will also get to work on a project implementing the newly acquired knowledge in sports analytics. You also benefit from the program by interacting with sports analysts who can provide many insights into the industry. There is also a shorter version of the program that is a week long and can be attended online.
4. Business of Sports: Beyond the Field
Location: Online (asynchronous)
Cost: $1,895 (need-based scholarships available)
Acceptance rate/cohort size: No specific limits
Dates: Multiple 2-week and 4-week sessions available throughout the year, including the summer
Application Deadline: Open all year-round
Eligibility: High school students between the ages of 13 and 19
Northwestern’s Business of Sports course examines how analytics and business strategy intersect in professional sports. You analyze how teams evaluate talent, structure contracts, and assess performance metrics. Data analytics plays a central role, especially in building strategy and understanding competitive advantage. The course also introduces revenue modeling, sponsorship valuation, and market analysis. You complete a capstone project that requires applying data-driven reasoning to a sports case study.
5. Strength in Numbers Sports Analytics Camp
Location: Multiple locations, including University of North Carolina-Charlotte, NC; Columbia University, NY; and University of Southern California, CA
Cost: Free
Acceptance rate/cohort size: About 50 students per location
Dates: June 21 – 26 at UNC-Charlotte, July 20 – 23 at Columbia University, and July 27 – 30 at USC
Application Deadline: Not specified
Eligibility: High school students
This free sports analytics camp comes from Strength in Numbers, an organization that was founded by John Tobias, who is an ESPN statistician and sports analytics professor at UNC-Charlotte. The camp teaches you how professionals analyze games by watching videos, noticing patterns, and analyzing the players’ performances. You will also become familiar with the responsibilities of a general manager and the role of data analytics in revenue generation, player recruitment, team strategy, and resource allocation. You will engage in networking events and debate sessions where you are expected to use sports analytics to support your arguments.
6. Sports Business MVP Boot Camp
Location: Samford University, Homewood, AL
Cost: $2,950 for students residing on campus or $2,450 for commuters (financial need-based scholarships available)
Acceptance rate/cohort size: Highly selective
Dates: July 18 – 25
Application Deadline: December 1 – April 15
Eligibility: Rising 10th through 12th graders and graduating seniors with an interest in sports analytics and sports business; should be less than 21 years old
Samford University’s Sports Business MVP Boot Camp introduces you to the analytical side of sports marketing and management. You study how performance data and market analysis influence business strategy. Site visits and case discussions show how data support branding, sponsorship, and fan engagement. You participate in a structured case competition where you apply quantitative reasoning to real industry problems. Feedback from sports executives reinforces practical decision-making skills. The program blends analytics with business fundamentals.
7. Georgetown University’s Sports Industry Management Academy
Location: Georgetown University, Washington, D.C.
Cost: A non-refundable application fee of $50 plus $5,075 for commuting students and $6,465 for residential students (limited need-based scholarships available); application is waived for students who apply by the early bird deadline
Acceptance rate/cohort size: Limited spots
Dates: June 7 – 19
Application Deadline: Early-bird: January 31, Final: April 15
Eligibility: 8th to 12th graders with a minimum GPA of 2.0
Georgetown’s Sports Industry Management Academy explores how sports organizations operate within broader business and legal systems. You study financial modeling, contract negotiations, and applied ethics within sports contexts. Classroom sessions are paired with discussions and field visits that show how management decisions are made. While not strictly math-based, the program introduces economic reasoning and strategic analysis. You examine how quantitative evaluation supports operations and long-term planning.
8. Boston Leadership Institute’s Sports Statistics
Location: Session 1 at Bentley University & Gann Academy campus, Waltham, MA, and Session 2 at Boston Leadership Institute, Wellesley, MA
Cost: $699
Acceptance rate/cohort size: Not publicly available
Dates: Session 1: July 20 – 24 and Session 2: August 3 – 7
Application Deadline: No application process; students register
Eligibility: Rising 8th through 12th graders plus graduating seniors
This one-week summer program can be quite fascinating to anyone who likes both math and sports. You will learn math through the lens of sports, making statistical predictions like which teams will play in the Super Bowl next year, analyzing the performance of a team’s best players, and participating in other mathematical activities. By the end of the program, you will become familiar with analyzing scores and expand your knowledge in statistics. The program will also touch on math topics like algebra, calculus, vectors, matrices, and graphing. Plus, students get to watch a Red Sox game.
9. UCLA Anderson Summer Discovery program: Sports Business Academy
Location: UCLA Anderson School of Management, Los Angeles, CA
Cost: $4,194 – $14,099 (limited scholarships available)
Acceptance rate/cohort size: Small cohort
Dates: Session 1: July 6 – 18 and Session 2: July 20 – August 1
Application Deadline: Opens on August 26, and there are multiple deadlines until the latest one on May 1
Eligibility: 9th to 12th graders
UCLA Anderson’s Sports Business Academy introduces you to how analytics and management shape modern sports industries. You work through case studies that examine financial trends and performance evaluation. Faculty-led sessions explore how quantitative tools influence hiring, contracts, and strategy. You interact with professionals and review real examples from the industry. The coursework integrates analytical reasoning into business decision-making. The program prepares you to understand how sports data informs operations.
10. Seton Hall University’s Introduction to Baseball Analytics
Location: Seton Hall University, South Orange, NJ
Cost: $500; need-based scholarships available
Acceptance rate/cohort size: Not publicly available
Dates: July 13 – 17 or July 20 – 24
Application Deadline: May 1
Eligibility: Open to high school students
For students who are interested in learning how different statistics have been influencing the sports industry, this course can be a good starting point. It particularly takes baseball as an example and demonstrates the ways data is used to evaluate players’ performance and determine game strategy. You will be taught mathematical modeling so that you can use data to predict outcomes and make better decisions based on data. Plus, you gain practice in using the analytic software used by professionals.
11. TEAM Inc.’s Introduction to Data Analytics in Sports
Location: Los Angeles, CA
Cost: Free
Acceptance rate/cohort size: Not publicly available
Dates: Various cohorts throughout the year
Application Deadline: Varies by cohort
Eligibility: 11th and 12th graders plus college freshmen and sophomores
TEAM Inc.’s program prepares you for data analysis roles within the sports industry. You learn data collection methods, basic coding, visual design, and video tagging. Sessions emphasize organizing datasets and building structured analysis reports. Industry mentors guide you through real workflow processes. The program runs during the academic year, giving you sustained exposure to applied analytics. The focus remains on practical data skills rather than abstract theory.
12. Belmont University Summer Science Camps: Sports Analytics
Location: Belmont University, Nashville, TN
Cost: $425
Acceptance rate/cohort size: Limited spots
Dates: July 6 – 10
Application Deadline: April 15
Eligibility: High school students who are at least 14 years old with a minimum cumulative GPA of 3.0 and have completed algebra, with a grade of B or higher
Belmont University’s camp in sports analytics engages you in group activities that help form a better understanding of statistics, analysis, and data science in the sports realm. In the process, you will learn data analysis, visualization, and interpretation, and also become familiar with Excel, R, and data visualization tools. One of the standout activities in this camp is when you are given players’ data, with their names not revealed to you, to see how you analyze the information given to you to decide which players you would draft.
13. Tulane University Pre-College Programs: Sports Analytics: Turning Numbers into Game-Changing Insights
Location: Tulane University, New Orleans, LA
Cost: $2,595 (limited need-based scholarships available)
Acceptance rate/cohort size: Not publicly available
Dates: July 13 – 24
Application Deadline: Opens on December 5, and the priority & international student deadline is February 27, the regular deadline is April 3, and the extended deadline is April 24
Eligibility: 11th and 12th graders from anywhere in the world
Offered as part of Tulane University’s pre-college program, this course dives into how sports are influenced by data. The syllabus will cover major concepts like rating systems, strength of schedule, voting fairness, and many more. This is a math-centric course that introduces you to the use of Pythagorean expectation, plus-minus, park factors, and probability in sports. You use your newly acquired knowledge to complete a project where you analyze data about actual players and forecast their future performance.
14. Pre-College @ UMass Amherst: Sport Management & Leadership Academy
Location: University of Massachusetts Amherst, Amherst, MA, and online
Cost: $4,119 for residential students, $2,299 for commuter students, and $1,985 (scholarships available).
Acceptance rate/cohort size: Limited spots
Dates: In-person session is July 12 – 25, and the online session is July 13 – 24
Application Deadline: Accepted on a rolling basis until full; program typically reaches capacity by May 15
Eligibility: Rising 10th through 12th graders
UMass Amherst’s Sport Management and Leadership Academy introduces the business structure behind the sports industry. You examine industry segments, stakeholder roles, and economic considerations. While broader than analytics alone, the program includes exposure to sport economics and data-driven management concepts. Guest speakers and site visits provide context for how numbers inform decisions. The curriculum connects management strategy with measurable performance indicators. It offers structured insight into sports industry systems.
15. Jordan Effect – Data Science Education program
Location: Washington DC
Cost: Not publicly available
Acceptance rate/cohort size: Not publicly available
Dates: Not publicly available
Application Deadline: Not publicly available
Eligibility: 9th to 12th graders
Jordan Effect’s Data Science Education program connects sports with quantitative analysis. You practice collecting, summarizing, and interpreting sports statistics. Lessons focus on pattern recognition and predictive modeling skills. The curriculum uses sports data as a foundation for building data science techniques. You apply what you learn through structured exercises tied to real statistics. The program aims to strengthen foundational analytical skills through sports-based examples.
One more option – Horizon Academic Research Program
If you’re looking for a competitive mentored research program in subjects like data science, machine learning, political theory, biology, and chemistry, consider applying to Horizon’s Research Seminars and Labs! This is a selective virtual research program that lets you engage in advanced research and develop a research paper on a subject of your choosing. Horizon has worked with 1000+ high school students so far and offers 600+ research specializations for you to choose from. You can find the application link here!
Image Source – Syracuse University