Robotics Courses and Certifications

Paul G. Allen School

RoboCat: A Self-Improving Agent for Robotic Manipulation - 2023 Fall Robotics Colloquium

Explore RoboCat, a multi-embodiment agent for robotic manipulation, showcasing its ability to generalize across tasks and robots, and its potential for autonomous improvement in various robotic applications.

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

HuggingFace

This and That: Language-Gesture Conditioning of Visual Generative Models for Robotics - Tech Talk #7

Explore visual generative models, language-gesture conditioning, and video-to-robot action in this tech talk on advanced machine learning for robotics, featuring research insights and future directions.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Montreal Robotics

View Transformers for 3D Manipulation in Robotics

Explore state-of-the-art View Transformers for 3D object manipulation in robotics, including RVT and RVT-2, offering improved task success, faster training, and real-world applicability.

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

BIMSA

The Importance of Starting Small with Baby Robots - Developmental Robotics for Language Grounding

Discover how developmental robotics uses baby-like learning stages to ground language understanding in artificial systems through cognitive development principles.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Montreal Robotics

Building Generalist Robotics Policies from Scratch

Build a Generalist Robotics Policy from scratch, reimplementing the "Octo" model step-by-step. Learn to create, train, and evaluate large models for robotics using interaction data and transformer architecture.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

Building Robotics Applications at Scale Using Open Source - From Zero to Hero

Comprehensive guide to developing scalable robotics applications using open-source tools, from foundational concepts to advanced implementation strategies.

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

Conf42

Deterministic, Adaptive, and Sustainable Robotics - Real-Time Embedded AI Framework

Explore real-time embedded AI framework combining C++ and Python for deterministic robotics in manufacturing and defense applications.

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

Kevin McAleer

Getting Started with Robotics - An Introduction and Overview

Comprehensive introduction to robotics, covering equipment, skills, and steps to build a low-cost, open-source SMARS robot. Includes website tour, viewer interaction, and studio showcase.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

SparkFun Electronics

Robotics 101

1 rating

Explore fundamental robotics concepts, from motion types to control systems, and gain hands-on experience with tools and mechanical structures in this comprehensive introduction.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

MathWorks

Modeling, Simulation and Control - MATLAB and Simulink Robotics Arena

Explore robotics modeling, simulation, and control using MATLAB and Simulink. Learn from experts and student teams about walking robots, reinforcement learning, mobile robots, swarms, manipulators, and underwater vehicles.

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

MathWorks

Perception - MATLAB and Simulink Robotics Arena

Explore robotics perception using MATLAB and Simulink, covering computer vision, deep learning, and signal processing for enhanced environmental understanding in autonomous systems.

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

MathWorks

Implementation: MATLAB and Simulink Robotics Arena

Explore robotics software solutions using MATLAB and Simulink, covering middleware, code generation, and hardware deployment. Learn ROS integration, distributed computing, deep learning, and programming for various platforms.

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

魅力机器人 | The Fascinating World of Robots and Robotics

本课程将引领学生进入迷人的机器人世界，深入感受机器人的无穷魅力。 This course will cover robots and robotics in a way that will provide students with an appreciation of the charming and fascinating world of the robot.

• edX
• 4 hours
• Self-Paced
• Free Online Course

ROS 2 for Beginners (ROS Jazzy - 2026)

6147 ratings at Udemy

Master ROS2 Basics and Become a Robot Operating System Developer | Step By Step | Robotics Programming | Python and C++

• Udemy
• 13 hours 14 minutes
• Self-Paced
• Paid Course

Introduction to Artificial Intelligence

31 ratings

Online Introduction to Artificial Intelligence is based on Stanford CS221, Introduction to Artificial Intelligence.

• Udacity
• 16 weeks, 6 hours a week
• Self-Paced
• Free Online Course