Robotics Courses and Certifications

Introduction to Robotics

27 reviews

Introduction to Robotics (CS223A) covers topics such as Spatial Descriptions, Forward Kinematics, Inverse Kinematics, Jacobians, Dynamics, Motion Planning and Trajectory Generation, Position and Force Control, and Manipulator Design.

• YouTube
• 19 hours
• On-Demand
• Free Video

Artificial Intelligence for Robotics

25 reviews

Learn how to program all the major systems of a robotic car. Topics include planning, search, localization, tracking, and control.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Autonomous Navigation for Flying Robots

9 reviews

You will learn how to infer the position of the quadrotor from its sensor readings and how to navigate it along a trajectory.

• edX
• 4 weeks
• On-Demand
• Free Online Course (Audit)

Robotics Foundations I - Robot Modeling

7 reviews

This course explores the robotics foundations for modelling of robot manipulators.

• edX
• 8 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Stanford Seminar - The Next Generation of Robot Learning

4 reviews

Exploring advanced robot learning techniques for generalization across tasks, environments, and platforms, addressing challenges and proposing innovative approaches to data utilization and algorithm design.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

From the Surface of Mars to the Ocean of Enceladus - EELS Robot and Risk-Aware Adaptive Autonomy

3 reviews

Exploring extreme environments with EELS robot: From Mars rovers to searching for alien life in Enceladus' ocean using risk-aware adaptive autonomy and versatile robotic hardware.

• YouTube
• 53 minutes
• On-Demand
• Free Video

CS 8802, Artificial Intelligence for Robotics: Programming a Robotic Car

2 reviews

Learn to program robotic car systems using AI methods like probabilistic inference, planning, localization, and control. Apply these techniques through hands-on programming assignments culminating in chasing a runaway robot.

• Udacity
• On-Demand
• Free Online Course

Stanford Seminar - Micro but Mighty- Microbots in a Macro World

Explore the world of microbots inspired by ants, capable of moving objects 2000 times their size. Learn about controllable adhesives, actuator choices, and team behaviors in microrobotics.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

Computational Design of Compliant, Dynamical Robots - Cynthia Sung

Explore computational design for compliant robots, covering topology optimization, hybrid aerial vehicles, soft arm optimization, and origami-inspired fabrication techniques for dynamic and adaptable robotic systems.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

Considerations for Collaborative Robotics - Monroe Kennedy III

Explore collaborative robotics, from human-robot teams to swarm behavior, examining key features, limitations, and technological advancements in this Stanford seminar by Monroe Kennedy III.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Vision, Touch & Sound for Robustness & Generalizability in Robotic Manipulation

Exploración de representaciones de datos perceptuales para mejorar el aprendizaje y desempeño de robots en manipulación, combinando visión, tacto y sonido para mayor robustez y generalización.

• YouTube
• 1 hour
• On-Demand
• Free Video

Stanford Seminar - Service Robots Are Here II

Explore the latest advancements in service robotics and their impact on industries like hospitality, healthcare, and restaurants. Learn about recent developments, investment trends, and real-world applications of mobile robots.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

Robots in Dynamic Tasks - Learning, Risk, and Safety

Explore advanced robotics in dynamic environments, covering autonomous drones, aerial manipulators, and risk-aware planning. Learn about machine learning applications, nonlinear control, and adaptive strategies for complex robotic tasks.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Stanford Seminar - Towards Shape Changing Displays and Shape Changing Robots

Exploring shape-changing systems in haptic interfaces and robotics, focusing on physical interaction, adaptive displays, and innovative truss robots for enhanced functionality and manipulation.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Incorporating Sample Efficient Monitoring into Learned Autonomy

Explore sample-efficient warning systems for robotics, detecting unsafe situations and distribution shifts with statistical guarantees. Learn about real-time frameworks and faster detection methods.

• YouTube
• 26 minutes
• On-Demand
• Free Video