Autonomous Systems Courses and Certifications

Machine Teaching for Autonomous AI

Explore Machine Teaching for Autonomous AI, from decision methods and brain design patterns to selecting industrial use cases and documenting AI specifications.

• Microsoft Learn
• 2 hours 11 minutes
• Self-Paced
• Free Online Course

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

Explore how to uncover safety failures in autonomous systems using simulation, adaptive stress testing, critical-state analysis, and anomaly detection.

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

Stanford Seminar - Modeling and Interacting with Other Agents, Claire Tomlin

Explores innovative approaches to predicting agent behavior in autonomous systems, combining game theory and behavioral models for improved motion planning and interaction in multi-vehicle scenarios.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Distributional Representations and Scalable Simulations for Real-to-Sim-to-Real

Explore challenges and solutions in representing deformable objects, using distributional approaches and differentiable simulators for real-to-sim applications in robotics and autonomous systems.

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

Improving Computational Efficiency for Powered Descent Guidance - Stanford Seminar

Transformer-based approach improves computational efficiency for spacecraft powered descent guidance, reducing solution times and enabling advanced autonomy for future space missions.

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

Houston Methodist DeBakey CV Education

Towards Autonomous Robots for Healthcare

Discover groundbreaking advances in autonomous medical robotics, focusing on steerable needle technology for precise lung cancer interventions and the future of robot-assisted healthcare procedures.

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

MLOps.community

Cleric AI SRE - Towards Self-healing Autonomous Software

Explore how AI-powered Site Reliability Engineers can autonomously monitor, diagnose, and repair complex distributed systems, revolutionizing software operations and reliability.

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

Autonomous Aerospace Systems

47 ratings at Coursera

Design guidance and navigation for unmanned aircraft: UAS architecture, path following, GPS/INS integrated navigation, obstacle detection and tracking, and lateral and longitudinal autopilot design.

• Coursera
• 5 weeks, 2 hours a week
• Self-Paced
• Paid Course

Applied Control Systems 1: autonomous cars: Math + PID + MPC

2015 ratings at Udemy

Modeling + state space systems + PID + Model Predictive Control + Python simulation: lateral control for autonomous cars

• Udemy
• 17 hours 56 minutes
• Self-Paced
• Paid Course

Weights & Biases

Progress in Agentic AI - From Chatbots to Autonomous Systems

Explore the latest advancements in agentic AI systems, from automated ML research to self-optimizing models, with insights into Sakana AI's groundbreaking developments and future prospects.

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

Great Learning

AI Agents Unlocked: The Learning Behind Smarter, Faster, Autonomous Systems

Explore the learning mechanisms behind AI agents and how they enable smarter, faster, and autonomous systems in this comprehensive session.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Montreal Robotics

RobotLearning - Agentic and Autonomous Systems

Explore the design and tooling of autonomous learning agents, connecting autonomous systems with agentic models to achieve effective real-world reinforcement learning.

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

Conf42

Agentic AI and Blockchain - Autonomous Systems

Explore how agentic AI and blockchain create autonomous systems that operate independently, covering AI agent architecture, automation differences, and real-world applications.

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

Montreal Robotics

Robot Learning: Agentic and Autonomous Systems - Part 2

Explore how autonomous learning agents require careful design to achieve effective interaction, connecting autonomous systems with agentic models for real-world reinforcement learning.

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

AWS Events

Secure Agentic AI - Mitigate Risk in Autonomous Decision-Making Systems

Explore security challenges and mitigation strategies for autonomous AI agents, covering threat detection, incident response, and data protection in critical systems.

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