Loading...

Resources for Sports Job Seekers

Curated tutorials, guides, and tools to help you excel in sports analytics, data science, and the sports betting industry.

🔐 Sign up to unlock all the jobs and exclusive discount codes that save you more than your subscription costs!

📚 Tutorials & Courses

⭐ FEATURED
TUTORIALExclusive Discount
AthlyticZ - Master Data Science Through the Lens of Sports logo

AthlyticZ - Master Data Science Through the Lens of Sports

Advance your career in Data Science with project-based training in Machine Learning using Python, R Programming, Shiny Application Development, Bayesian Modeling using Stan, and more. Get lifetime access to asynchronous courses taught by industry experts.

🔒 Sign up as a premium user to unlock exclusive discount codes and save on courses!

View Resource
TUTORIALExclusive Discount

Build Job Ready Skills in Sports Analytics

TailoredU is a cutting-edge learning platform that prepares emerging sports analysts for entry-level jobs and helps professional analysts upskill.

🔒 Sign up as a premium user to unlock exclusive discount codes and save on courses!

View Resource
TUTORIALExclusive Discount

Guide to Arbitrage in Sports Betting

The aim of this course is to teach students how to take advantage of sports betting, even without any prior betting experience or knowledge about the specific sports.

🔒 Sign up as a premium user to unlock exclusive discount codes and save on courses!

View Resource

🎥 Video Content

VIDEO

CT Data Science Lab

Connecticut Statistical Data Science Lab channel featuring data science tutorials, sports analytics projects, and educational content for aspiring data scientists and analysts.

View Resource
VIDEO

Course: mathematical modelling of football

This series of videos (combination of live videos and prerecorded) take us all the way from loading in data in to Python, through plotting data, expected goals, evaluating actions, working with tracking data, to analysing fitness.

View Resource

🛠️ Tools & Resources

💼 Career Guides

GUIDE

Samford University - Careers & Education in Sports Analytics

To prepare individuals for a career in one of these exciting fields, Samford's Center for Sports Analytics partners with Brock School of Business to offer rigorous sports analytics curricula for mathematically gifted and highly motived candidates paired with a real-world analytics internship in the sports industry.

View Resource

📚 Recommended Books

GUIDE

Essential Sports Analytics Books

Curated collection of 15+ must-read books covering sports analytics, data science, statistics, and industry insights. From beginner to advanced level.

View Resource

📊 Sports Data Sources

SCORE Sports Data Repository

The SCORE Network Sports Data Repository curates interesting datasets across a variety of sports for use in statistics and data science education.

View Resource

SportsDataverse

Lots of R and Python packages to access sports data. An open source sports analytics and data organization.

View Resource

NFL Data Sources

Comprehensive APIs, databases, and tools for NFL statistics, player tracking, and game data. Includes free and premium options for advanced analytics.

View Resource

Soccer Data Sources

Global soccer data covering major leagues, player performance, match statistics, and tactical analysis from around the world.

View Resource

Basketball Data Sources

NBA and basketball analytics data including player stats, shot charts, team performance metrics, and advanced basketball statistics.

View Resource

Golf Data Sources

Professional golf data from PGA Tour, European Tour, and major championships including player statistics, tournament results, and course analytics.

View Resource

🏆 Sports Analytics Competitions

GUIDE

NFL Big Data Bowl

Annual analytics competition using NFL tracking data. Build models to analyze player performance, game strategy, and next-gen stats. Great for showcasing skills to NFL teams.

View Resource
GUIDE

Hockey Big Data Cup

Hockey analytics competition focusing on NHL tracking data. Analyze player movements, team strategies, and game dynamics. Perfect for breaking into hockey analytics.

View Resource
GUIDE

SMT's Data Challenge​

While there are many well established sports analytics conferences, they are often not accessible to students due to technical level, cost, or space limitations. Connecticut Sports Analytics Symposium (CSAS) is a continuation of the UConn Sports Analytics Symposium (UCSAS) which started in 2019 with a broadened scope. Check the Data Challenge of each year!

View Resource
GUIDE

Baylor’s National Collegiate Sports Analytics Competition​

Join the nation’s most promising business analytics students as they step into the spotlight at the National Collegiate Sports Analytics Championship. This premier event invites students from universities of all sizes to present their cutting-edge analyses to a panel of esteemed judges, all of whom are seasoned professionals in the field of analytics. It’s a unique opportunity for aspiring analysts to shine, showcasing their skills in a rigorous, real-world scenario

View Resource

� Unlock Exclusive Promo Codes

Get access to all the jobs and to exclusive discount codes that save you more than your subscription costs!

� Hidden discount codes on premium courses and tools

💰 Save 10-30% on the resources you see above

🎯 The discounts pay for your entire subscription

📈 Every additional purchase = pure savings

Sign Up Now - Unlock Discounts