Robotics Curriculum & Courses

This collection of badges showcases some of the Virtual Robot Curriculum, Digital Cobot Coding Games, and other interactive learning technologies from the Carnegie Mellon Robotics Academy.

Learn to code using the Virtual SPIKE Prime, VICE, and EV3 curricula which feature a programming environment and virtual robot embedded within the site. The lessons available within the badges here are a free demo portion of the full curriculum. Visit the Carnegie Mellon Robotics Academy site for more information on the full curriculum.

In the Player-Programmed-Partner Games badge, you will find a collection of games where you can program a collaborative robot (aka "cobot") to help you succeed! When properly programmed, these cobots can help you to fend off baddies, pull off stunts, reprogram troublemaking robots, and even stay on beat!

The Robot Coding Fundamentals with LEGO CS & AI (6-8) is an introductory, hands-on course where students learn core programming and robotics concepts using LEGO's CS & AI robotics kit. The course provides a structured sequence of programming activities in real-world project-based concepts. The projects are designed to get students thinking about the patterns and structure of planning, iteration, and implementation of programming and robotics. This curriculum includes videos, animations, and step-by-step lessons designed to help learners foster skills in robotics programming using the CS & AI hardware and Coding Canvas programming interface.

This course is currently in Preview Mode and is ongoing development. To leave feedback about this course, please fill out our feedback form. 

Robot Operations with CoDrone EDU is designed to contextualize operator roles and build habits of mind aligned with relevant knowledge, skills, and abilities (KSAs). This course involves daily ~30-minute tasks designed for high engagement under both routine and non-routine conditions. 

Robot Swarms with Crazyflie 2.1+ introduces learners to autonomous indoor flight, localization, and coordinated swarm behavior. Through hands-on activities, participants explore sensor-based navigation, optical flow, beacon-based positioning, and coordinate-driven flight using the Crazyflie platform. The course builds a practical foundation for operating and understanding autonomous aerial robots in structured indoor environments. 

Applied AI and Robotics with NVIDIA Jetson Nano provides a hands-on, project-based introduction to the fundamentals of artificial intelligence, machine learning, perception, and autonomy within real-world contexts. 

This course leverages a scaffolded series of interactive labs and the NVIDIA Jetson Nano on the JetBot platform to cover core AI and ML techniques – Classification, Regression, Transfer Learning, and Reinforcement Learning – applied to robotic tasks like Collision Avoidance, Path Following, and Autonomous Racing. Learners gain a generalizable understanding of how AI enables robots to perceive and autonomously interact with their environment. 

Coding and Computational Thinking with LEGO SPIKE Prime (3.0) provides a structured sequence of programming activities in real-world project-based contexts. The projects are designed to get students thinking about the patterns and structure of not just robotics, but also programming and problem-solving more generally. This curriculum includes videos, animations, and step-by-step lessons designed to help beginners learn behavior-based programming using the LEGO SPIKE Prime hardware and the 3.0 version of the Scratch-based programming software.

Fundamentals of Coding with SPIKE Essential teaches coding and STEM concepts to elementary school students using the LEGO SPIKE Essential kit. The curriculum will cover topics such as basic coding, creating algorithms, conditional statements, and loops. Students assemble robot designs with the SPIKE Essential kit based on real-world robots, which helps to foster creativity, problem-solving skills, and an understanding of how coding and robotics are used in the real world. Fundamentals of Coding with SPIKE Essential is designed to develop a foundation in coding that will prepare students for more advanced programming concepts in the future.

This badge is a free preview of the Coding and Computational Thinking with Virtual SPIKE Prime (3.0) curriculum. Learn how to access the full curriculum here.

Coding and Computational Thinking with Virtual SPIKE Prime features a programming interface and virtual robot embedded directly within the curriculum. Teachers and students can follow along with the included videos, animations, challenges, and step-by-step lessons. The projects are designed to get students thinking about the patterns and structure of not just robotics, but also programming and problem-solving more generally. The scope and sequence of this virtual curriculum are very closely aligned to our Coding and Computational Thinking with SPIKE Prime (3.0) curriculum for physical robots, allowing teachers to leverage both physical and virtual robots to suit their needs best.

This badge is a free preview of RoboCamp with Virtual SPIKE Prime. Learn how to access the full camp here.

RoboCamp with Virtual SPIKE Prime is an informal curriculum that teaches basic programming, proportional mathematics, robotics, and other STEM concepts at an introductory level. RoboCamp is designed with carefully scaffolded virtual activities appropriate for both formal and informal educational settings. All of the activities and challenges use a custom virtual SPIKE Prime build in a space-like environment. Get ready for take-off! 

Coding and Computational Thinking with VEX IQ (2nd Generation) provides a structured sequence of programming activities in real-world project-based contexts. The projects are designed to get students thinking about the patterns and structure of not just robotics, but also programming and problem-solving more generally. This curriculum includes videos, animations, and step-by-step lessons designed to help beginners learn behavior-based programming using the VEX IQ 2nd Generation hardware and VEXcode programming software.

This badge is a free preview of the Coding and Computational Thinking with a Virtual Robot curriculum. Learn how to access the full curriculum here.

 Coding and Computational Thinking with a Virtual Robot features a programming interface and virtual robot embedded directly within the curriculum. Teachers and students can follow along with the included videos, animations, challenges, and step-by-step lessons. The projects are designed to get students thinking about the patterns and structure of not just robotics but also programming and problem-solving more generally. 

This curriculum provides a structured sequence of programming activities in real-world project-based contexts. The projects are designed to get students thinking about the patterns and structure of not just robotics, but also programming and problem-solving more generally. This curriculum includes videos, animations, and step-by-step lessons designed to help learners foster Computational Thinking using the VEX V5 hardware and VEXcode programming software.

Autonomy Foundations equips learners with a practical understanding of how artificial intelligence shapes robotic perception and autonomy. Using the NVIDIA Jetson Nano and JetBot platform, this course offers a hands-on approach to core, real-world robotic capabilities, including Networking, Collision Avoidance, Path Following, AprilTag Navigation, and SLAM. Autonomy Foundations provides a comprehensive foundation for operating and maintaining intelligent robotic systems.

Mechanical Foundations provides participants with knowledge and hands-on experiences with a variety of tools and hardware components. By understanding the foundational mechanical principles that underpin robotics, participants develop the ability to design, construct, and maintain these systems with increased confidence and efficacy. The course covers topics such as structure, power transmission, motion, and mechanisms using hands-on activities with REV DUO kits. This version of the course features the REV Control Hub for system control. 

As part of the SMART Robotics Technician Program, Mechanical Foundations is aligned to the knowledge, skills, and attitudes that robotics technicians need to be successful. The SMART Robotics Technician Program is endorsed by the ARM Institute. 

Mechanical Foundations provides participants with knowledge and hands-on experiences with a variety of tools and hardware components. By understanding the foundational mechanical principles that underpin robotics, participants develop the ability to design, construct, and maintain these systems with increased confidence and efficacy. The course covers topics such as structure, power transmission, motion, and mechanisms using hands-on activities with REV DUO kits. This version of the course features an Arduino-powered control system in place of the REV Control Hub.

As part of the SMART Robotics Technician Program, Mechanical Foundations is aligned to the knowledge, skills, and attitudes that robotics technicians need to be successful. The SMART Robotics Technician Program is endorsed by the ARM Institute.