League Labs

Advanced apprenticeship program where students work on substantial research projects and open-source contributions.

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League Labs illustration

Program Overview

Students in League Labs function as apprentices, working on substantial research projects, contributing to open-source software, or developing their own ambitious applications. With guidance from professional developers and computer scientists, students learn advanced topics like machine learning, systems programming, algorithm design, or specialized domains they’re passionate about. League Lab students often present their work at conferences, publish papers, or launch real products. This program develops the independent learning and problem-solving skills essential for success in computer science careers and research.

  • Apprenticeship-style mentorship with experienced engineers and researchers
  • Opportunities to contribute to open-source and real-world software projects
  • Exposure to advanced topics tailored to each student’s interests and goals

To prepare for projects, students can take free short classes in our Code Clinic meetup. Classes cover topics like version control systems, professional development environments, software testing, debugging strategies, and industry-standard practices that professional programmers use daily. Code Clinic helps bridge the gap between learning syntax and working like a professional developer, preparing students for internships, jobs, and university-level computer science.

  • Weekly online masterclasses led by professional engineers
  • Focus on emerging technologies such as machine learning and containerization
  • Applied practice with testing, deployment, and collaborative workflows

League Labs operates like a studio: students apply, select a specialty team, and commit to weekly standups, sprint demos, and collaborative build sessions. Mentors guide apprentices through research design, version control, testing, and technical writing so they graduate ready for internships, college labs, or open-source contributions.

Classes in this Program

Explore the classes that are part of this program pathway.

Turn your software idea into a real project with mentor guidance and AI tooling.
High Tech High students reviewed and improved The LEAGUE’s Introduction to Python curriculum.
High Tech High students studied sorting algorithms and built interactive demos including videos and an AI-facilitated web application.
High Tech High students are beta-testing The LEAGUE’s AI Project Clinic, where they will use AI to build web applications for nonprofits, buysinesses or their own projects.
Invitation-only mentorship in the Robot Garage where students help pilot new curriculum and build advanced projects alongside instructors.