Autonomous Systems Courses and Certifications

Credential

Build AI Agents with OpenAI and LangChain

Master autonomous AI agents using LangChain and OpenAI to create systems that use tools, make decisions, and accomplish complex tasks through hands-on projects.

• Codecademy
• 6 hours
• Self-Paced
• Free Trial Available

Embedded Systems and Robotics Fluency

This course will teach you the basics behind embedded systems, including electrical circuits, digital logic, and computer architecture. You will then learn how these pieces combine to create embedded systems, robotics, and autonomous systems.

• Udacity
• 5 hours
• Self-Paced
• Paid Course

Discover the fundamentals of AI agents through interactive content, exploring how they perceive, decide, and act to prepare you for advanced AI applications.

• IBM Training
• 3 hours
• Self-Paced
• Free Online Course

Discover how to build autonomous AI systems that reason, plan, and act using CrewAI, LangGraph, AutoGen, and PydanticAI through hands-on projects in healthcare and customer support.

• IBM Training
• 10 hours
• Self-Paced
• Free Online Course

Stanford Seminar - Toward Scalable Autonomy - Aleksandra Faust

1 rating

Explore scalable reinforcement learning for autonomous systems, covering zero-shot sim2real transfer, automated training, and generalization techniques for complex tasks and resource-constrained robots.

• YouTube
• 59 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Failures & Where to Find Them: Considering Safety as a Function of Structure

Explore autonomous systems safety, from structured driving environments to unstructured scenarios, using failure identification and anomaly detection techniques for robust decision-making.

• YouTube
• 1 hour
• Self-Paced
• Free Online Course

MIT EI Seminar - Phillip Isola - Emergent Intelligence- Getting More Out of Agents Than You Bake In

Explore emergent intelligence in AI through unsupervised learning, generative modeling, and self-assembling agents. Discover surprising outcomes beyond explicit programming in representation, video generation, and creature development.

• YouTube
• 58 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Why Would We Want a Multi-Agent System Unstable

Explores Control Barrier Function methods for collision avoidance in multi-agent systems, comparing stability and effectiveness of different algorithms through simulations and vehicle experiments.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Opening the Doors of Robot Perception - Luca Carlone

Explore cutting-edge spatial perception algorithms for robots, including 3D scene understanding, metric-semantic mapping, and certifiable perception techniques for robust and reliable autonomous systems.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Algorithmic Accountability - Designing for Safety

Explore algorithmic accountability in vital services, emphasizing design strategies for safer AI systems and the importance of human oversight in planning, monitoring, and failure analysis.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Open-world Segmentation and Tracking in 3D

Discover cutting-edge techniques for 3D data detection and segmentation using pseudo-labels, with insights into Lidar applications and Segment Anything technology from NVIDIA expert Laura Leal-Taixé.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Robotics in a Human-Centered World: Innovations and Implications

Explore the evolving landscape of robotics at the intersection of AI, examining innovations, challenges, and societal implications through interdisciplinary perspectives and interactive demonstrations.

• YouTube
• 8 hours 30 minutes
• Self-Paced
• Free Video

Human-Robot Interaction - Enhancing Human Performance with Autonomous Robots

Explore the future of human-robot collaboration with Stanford experts, discussing autonomous robots, enhancing human performance, and understanding human intent in collaborative design.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Towards Trusted Human-Centric Robot Autonomy - Stanford Seminar

Exploring human-centric robot autonomy: balancing safety and fluency in interactions. Insights on data-driven safety concepts and legible robot behavior for prosocial human-robot engagement.

• YouTube
• 49 minutes
• Self-Paced
• Free Video