Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/getvmio/free-robotics-resources
[Robotics Free Resources] This repository collects 39 of free resources for Robotics. 🤖 Bring machines to life with our Robotics Workshop repository! Explore free resources and an online playground covering essential robotics concepts. From kinematics to computer vision, build your skills and bri...
https://github.com/getvmio/free-robotics-resources
List: free-robotics-resources
awesome-list free-resources getvm playground programming robotics
Last synced: about 1 month ago
JSON representation
[Robotics Free Resources] This repository collects 39 of free resources for Robotics. 🤖 Bring machines to life with our Robotics Workshop repository! Explore free resources and an online playground covering essential robotics concepts. From kinematics to computer vision, build your skills and bri...
- Host: GitHub
- URL: https://github.com/getvmio/free-robotics-resources
- Owner: getvmio
- Created: 2024-07-01T07:10:15.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2024-09-01T02:25:40.000Z (3 months ago)
- Last Synced: 2024-09-25T04:01:12.975Z (3 months ago)
- Topics: awesome-list, free-resources, getvm, playground, programming, robotics
- Homepage: https://getvm.io/tutorials/category/robotics
- Size: 9.77 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- ultimate-awesome - free-robotics-resources - Robotics Free Resources | This repo collects 39 of free resources for Robotics. 🤖 Bring machines to life with our Robotics Workshop repository! Explore free resources and an online playground covering essential robotics concepts. From kinematics to computer vision, build your skills and bring you. (Other Lists / PowerShell Lists)
- free-web-development-resources - Free Robotics Resources
- free-sql-resources - Free Robotics Resources
- free-shell-scripting-resources - Free Robotics Resources
- free-object-oriented-programming-resources - Free Robotics Resources
- free-compiler-resources - Free Robotics Resources
- free-machine-learning-resources - Free Robotics Resources
- free-functional-programming-resources - Free Robotics Resources
- free-operating-system-resources - Free Robotics Resources
- free-cryptography-resources - Free Robotics Resources
- free-react-resources - Free Robotics Resources
- free-neural-networks-resources - Free Robotics Resources
- free-python-resources - Free Robotics Resources
- free-html-resources - Free Robotics Resources
- free-computer-architecture-resources - Free Robotics Resources
- free-pytorch-resources - Free Robotics Resources
- free-natural-language-processing-resources - Free Robotics Resources
- free-node-js-resources - Free Robotics Resources
- free-computer-science-resources - Free Robotics Resources
- free-security-resources - Free Robotics Resources
- free-java-resources - Free Robotics Resources
- free-data-structures-resources - Free Robotics Resources
- free-version-control-resources - Free Robotics Resources
- free-bash-resources - Free Robotics Resources
- free-computer-graphics-resources - Free Robotics Resources
- free-linux-resources - Free Robotics Resources
- free-cybersecurity-resources - Free Robotics Resources
- free-c-resources - Free Robotics Resources
- free-database-resources - Free Robotics Resources
- free-data-analysis-resources - Free Robotics Resources
- free-ruby-resources - Free Robotics Resources
- free-embedded-systems-resources - Free Robotics Resources
- free-control-systems-resources - Free Robotics Resources
- free-game-development-resources - Free Robotics Resources
- free-distributed-systems-resources - Free Robotics Resources
- free-cpp-resources - Free Robotics Resources
- free-artificial-intelligence-resources - Free Robotics Resources
- free-cloud-computing-resources - Free Robotics Resources
- free-docker-resources - Free Robotics Resources
- free-deep-learning-resources - Free Robotics Resources
- free-unix-resources - Free Robotics Resources
- free-git-resources - Free Robotics Resources
- free-go-resources - Free Robotics Resources
- free-algorithm-resources - Free Robotics Resources
- free-software-development-resources - Free Robotics Resources
- free-tensorflow-resources - Free Robotics Resources
- free-data-science-resources - Free Robotics Resources
- free-computer-vision-resources - Free Robotics Resources
- free-devops-resources - Free Robotics Resources
- free-css-resources - Free Robotics Resources
- free-networking-resources - Free Robotics Resources
- free-rust-resources - Free Robotics Resources
- free-programming-resources - Free Robotics Resources
- free-haskell-resources - Free Robotics Resources
- free-haskell-resources - Free Robotics Resources
- free-r-resources - Free Robotics Resources
- free-r-resources - Free Robotics Resources
- free-blockchain-resources - Free Robotics Resources
- free-javascript-resources - Free Robotics Resources
README
# Robotics Free Resources
🤖 Bring machines to life with our Robotics Workshop repository! Explore free resources and an online playground covering essential robotics concepts. From kinematics to computer vision, build your skills and bring your robotic projects from imagination to reality.
## Resources
| Index | Name | Category | Description |
|---------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 1 | [Artificial Intelligence for Robotics](https://getvm.io/tutorials/mooc-artificial-intelligence-for-robotics-udacity) | University Courses | Learn the fundamentals of AI and its applications in robotics through hands-on projects and expert-led instruction from Udacity. |
| 2 | [Mobile Sensing and Robotics](https://getvm.io/tutorials/mobile-sensing-and-robotics-bonn-university) | University Courses | Comprehensive course on mobile sensing and robotics, covering sensor technologies, localization, mapping, and navigation. Hands-on demonstrations and practical exercises. |
| 3 | [Introduction to Feedback Control Systems](https://getvm.io/tutorials/cmu-16-299-introduction-to-feedback-control-systems-spring-2022-by-chris-atkeson) | University Courses | Explore the fundamentals of feedback control systems with intuitive concepts and hands-on lab components in this course by Chris Atkeson at Carnegie Mellon University. |
| 4 | [Robot Dynamics](https://getvm.io/tutorials/cmu-16-715-robot-dynamics-2022-cmu) | University Courses | Explore the fundamental principles and techniques of robot dynamics, including kinematics, kinetics, and control. Gain hands-on experience with practical examples and case studies. |
| 5 | [Optimal Control Theory](https://getvm.io/tutorials/cmu-16-745-optimal-control-2023-cmu) | University Courses | Comprehensive overview of optimal control theory, covering continuous-time and discrete-time systems. Hands-on exercises and insights from experienced CMU instructors. |
| 6 | [Model Predictive Control Course](https://getvm.io/tutorials/epfl-me-425-model-predictive-control-fall-2020-by-colin-jones) | University Courses | Comprehensive course on the fundamentals of model predictive control (MPC), taught by a leading expert at EPFL. Hands-on exercises and industry-standard software. |
| 7 | [Autonomous Vehicle System Engineering](https://getvm.io/tutorials/uiuc-cs-588-autonomous-vehicle-system-engineering-fall-2021-by-david-forsyth) | University Courses | Comprehensive course on autonomous vehicle design, covering deep learning, computer vision, and control theory. Hands-on projects and simulations for practical experience. |
| 8 | [Network Systems, Dynamics & Control](https://getvm.io/tutorials/uc-santa-barbara-me-269-network-systems-dynamics-and-control-fall-2021-by-francesco-bullo) | University Courses | Comprehensive lectures on network systems, dynamics, and control by Professor Francesco Bullo at UC Santa Barbara. Suitable for students and professionals in engineering, math, and computer science. |
| 9 | [Networked Control Systems](https://getvm.io/tutorials/epfl-me-427-networked-control-systems-spring-2020-by-giancarlo-ferrari-trecate) | University Courses | Explore the fundamentals of networked control systems, including network protocols, time-delay compensation, and stability analysis. Taught by an expert in the field. |
| 10 | [Multivariable Control](https://getvm.io/tutorials/epfl-me-422-multivariable-control-spring-2020-by-giancarlo-ferrari-trecate) | University Courses | Explore the fundamentals of multivariable control systems, including state-space modeling, stability analysis, and optimal control design, taught by Professor Giancarlo Ferrari Trecate at EPFL. |
| 11 | [Robotics](https://getvm.io/tutorials/robotics-iit-bombay) | University Courses | Comprehensive NPTEL course on robotics fundamentals, including kinematics, dynamics, control, and planning. Taught by experienced IIT Bombay faculty. |
| 12 | [Robotics by Prof. D K Pratihar - IIT Kharagpur](https://getvm.io/tutorials/robotics-by-prof-d-k-pratihar-iit-kharagpur) | University Courses | Comprehensive robotics course by an experienced professor from IIT Kharagpur. Learn fundamental concepts, design, kinematics, dynamics, control, and applications of robotics. |
| 13 | [Mechanism and Robot Kinematics](https://getvm.io/tutorials/mechanism-and-robot-kinematics-iit-kharagpur) | University Courses | Comprehensive understanding of mechanism and robot kinematics from prestigious IIT Kharagpur. Covers analysis, synthesis, and hands-on exercises. |
| 14 | [State Estimation & Kalman Filtering](https://getvm.io/tutorials/uw-ee-549-state-estimation-and-kalman-filtering-spring-2009-by-kristi-morgansen) | University Courses | Comprehensive introduction to state estimation and Kalman filtering, covering linear and nonlinear techniques, with practical applications in control systems, robotics, and signal processing. |
| 15 | [Linear Matrix Inequality Methods in Optimal & Robust Control](https://getvm.io/tutorials/mae-509-linear-matrix-inequality-methods-in-optimal-and-robust-control-by-matthew-m-peet) | University Courses | Explore advanced LMI techniques for optimal and robust control system design. Hands-on examples and insights into computational aspects. |
| 16 | [Robotic Manipulation](https://getvm.io/tutorials/mit-6421064212-robotic-manipulation-mit) | University Courses | Explore the fundamental algorithmic approaches for creating autonomous robot systems that can manipulate physical objects in unstructured environments. Gain hands-on experience through projects and simulations. |
| 17 | [Underactuated Robotics](https://getvm.io/tutorials/6832-underactuated-robotics-mit-ocw) | University Courses | Explore the world of underactuated robotic systems, learn about nonlinear control, optimization-based control, and motion planning with this MIT OpenCourseWare course. |
| 18 | [Cognitive Robotics](https://getvm.io/tutorials/6834j-cognitive-robotics-mit-ocw) | University Courses | Explore the design and implementation of autonomous robots in complex environments with MIT's Cognitive Robotics course. Gain hands-on programming experience and a strong foundation in this rapidly evolving field. |
| 19 | [Signal Processing: An Introduction](https://getvm.io/tutorials/signal-processing-an-introduction-by-nathan-kutz) | University Courses | Comprehensive course on signal processing principles and techniques, taught by an experienced instructor. Suitable for beginners and professionals seeking to deepen their knowledge. |
| 20 | [Modern Robotics](https://getvm.io/tutorials/modern-robotics-northwestern-university) | University Courses | Comprehensive course on modern robotics from Northwestern University, covering kinematics, dynamics, motion planning, and control. Hands-on projects and expert instruction. |
| 21 | [Robot Mechanics and Control](https://getvm.io/tutorials/robot-mechanics-and-control-snu) | University Courses | Comprehensive introduction to robot mechanics and control, covering kinematics, dynamics, and practical applications. Hands-on projects and experienced professors from Seoul National University. |
| 22 | [Advanced Control for Robotics](https://getvm.io/tutorials/mee5114-advanced-control-for-robotics-from-southern-university-of-science-and-technology) | University Courses | Comprehensive course on advanced control techniques for robotics, including Screw Theory, Nonlinear Control, and Optimal Control. Taught by Prof. Wei Zhang from the CLEAR Lab at SUSTech. |
| 23 | [Introduction to Robotics](https://getvm.io/tutorials/cs-223a-introduction-to-robotics-stanford-university) | University Courses | Gain a comprehensive understanding of the fundamental principles and techniques in robotics with this course covering kinematics, dynamics, control, motion planning, and more. |
| 24 | [Applied Robot Design for Non-Robot-Designers](https://getvm.io/tutorials/cs235-applied-robot-design-for-non-robot-designers-stanford-university) | University Courses | Discover the essential principles and techniques of robot design in this accessible course for non-robot-designers, taught by experts from Stanford University. |
| 25 | [Mechatronic System Design](https://getvm.io/tutorials/mechatronic-system-design-tu-delft) | University Courses | Comprehensive course on designing and developing integrated mechatronic systems, covering principles, hands-on experience, and multidisciplinary problem-solving. |
| 26 | [Advanced Robotics](https://getvm.io/tutorials/cs287-advanced-robotics-at-uc-berkeley-fall-2019-instructor-pieter-abbeel) | University Courses | Explore cutting-edge robotics techniques and applications in this in-depth course taught by renowned expert Pieter Abbeel at UC Berkeley. |
| 27 | [Advanced Robotics](https://getvm.io/tutorials/cs-287-advanced-robotics-fall-2011-uc-berkeley) | University Courses | Comprehensive course on cutting-edge robotics techniques, including probabilistic methods, mapping, localization, and optimal control. Suitable for graduate students and advanced undergraduates. |
| 28 | [Mechatronics Course](https://getvm.io/tutorials/me142-mechatronics-spring-2020-uc-merced) | University Courses | Explore the integration of mechanical, electrical, and computer engineering principles with hands-on experience in mechatronics systems at UC Merced. |
| 29 | [Introduction to Robotics Course](https://getvm.io/tutorials/introduction-to-robotics-course-uncc) | University Courses | Comprehensive overview of robotics principles and applications, hands-on experience with robot design and programming, exposure to cutting-edge robotics technologies and trends. |
| 30 | [Computational Linear Algebra](https://getvm.io/tutorials/rob-101-computational-linear-algebra-university-of-michigan) | University Courses | Explore the fundamentals of computational linear algebra, a crucial topic in robotics, through this comprehensive course from the University of Michigan. |
| 31 | [Introduction to AI and Programming](https://getvm.io/tutorials/rob-102-introduction-to-ai-and-programming-university-of-michigan) | University Courses | Explore autonomous navigation algorithms for mobile robots, including controlling omni-drive robots, processing sensor data, and implementing pathfinding with machine learning. |
| 32 | [How to Build Robots and Make Them Move](https://getvm.io/tutorials/rob-311-how-to-build-robots-and-make-them-move-university-of-michigan) | University Courses | Gain practical experience in building and programming robots through this hands-on robotics course from the University of Michigan. |
| 33 | [Robot Operating Systems](https://getvm.io/tutorials/rob-320-robot-operating-systems-university-of-michigan) | University Courses | Comprehensive introduction to the computational foundations of autonomous robotics, including kinematic modeling, path/motion planning, and motion control. Contextualizes concepts through ROS and LCM. |
| 34 | [Mathematics for Robotics](https://getvm.io/tutorials/rob-501-mathematics-for-robotics-university-of-michigan) | University Courses | Comprehensive graduate-level course on applied mathematics for robotics engineers, covering topics like vector spaces, Kalman filter, and nonlinear optimization. |
| 35 | [Mobile Robotics Course](https://getvm.io/tutorials/rob-530-mobile-robotics-at-u-of-michigan-winter-2022-instructor-maani-ghaffari) | University Courses | Comprehensive introduction to mobile robotics, including localization, mapping, navigation, and control. Taught by an experienced instructor at the University of Michigan. |
| 36 | [Autorob Winter 2022](https://getvm.io/tutorials/autorob-winter-2022-university-of-michigan) | University Courses | Explore the latest advancements in robotics and automation with Autorob Winter 2022 at the University of Michigan. Gain practical skills through hands-on projects and expert-led instruction. |
| 37 | [DeepRob Winter 2023](https://getvm.io/tutorials/deeprob-winter-2023-university-of-michigan) | University Courses | Comprehensive course on deep learning and its applications in robotics, offered by the University of Michigan on YouTube. Covers the latest advancements and provides hands-on experience. |
| 38 | [Robotics & Automation](https://getvm.io/tutorials/metr-42027202-robotics-automation-university-of-queensland) | University Courses | Comprehensive introduction to robotics and automation, covering kinematics, dynamics, sensing, and control. Hands-on labs and projects with state-of-the-art software and hardware. |
| 39 | [Visual Navigation for Flying Robots](https://getvm.io/tutorials/lecture-visual-navigation-for-flying-robots) | University Courses | Explore the latest research and practical applications in visual navigation for autonomous flying robots, including computer vision techniques for aerial mapping and obstacle avoidance. |
## More
- [Free JavaScript Resources](https://github.com/getvmio/free-javascript-resources)
- [Free HTML Resources](https://github.com/getvmio/free-html-resources)
- [Free R Resources](https://github.com/getvmio/free-r-resources)
- [Free Java Resources](https://github.com/getvmio/free-java-resources)
- [Free Neural Networks Resources](https://github.com/getvmio/free-neural-networks-resources)
- [Free Natural Language Processing Resources](https://github.com/getvmio/free-natural-language-processing-resources)
- [Free Computer Science Resources](https://github.com/getvmio/free-computer-science-resources)
- [Free React Resources](https://github.com/getvmio/free-react-resources)
- [Free Security Resources](https://github.com/getvmio/free-security-resources)
- [Free Node.js Resources](https://github.com/getvmio/free-node-js-resources)
- [Free PyTorch Resources](https://github.com/getvmio/free-pytorch-resources)
- [Free Computer Architecture Resources](https://github.com/getvmio/free-computer-architecture-resources)
- [Free Functional Programming Resources](https://github.com/getvmio/free-functional-programming-resources)
- [Free Operating System Resources](https://github.com/getvmio/free-operating-system-resources)
- [Free Cryptography Resources](https://github.com/getvmio/free-cryptography-resources)
- [Free Compiler Resources](https://github.com/getvmio/free-compiler-resources)
- [Free Blockchain Resources](https://github.com/getvmio/free-blockchain-resources)
- [Free SQL Resources](https://github.com/getvmio/free-sql-resources)
- [Free Python Resources](https://github.com/getvmio/free-python-resources)
- [Free Unix Resources](https://github.com/getvmio/free-unix-resources)
- [Free Programming Resources](https://github.com/getvmio/free-programming-resources)
- [Free Object-Oriented Programming Resources](https://github.com/getvmio/free-object-oriented-programming-resources)
- [Free CSS Resources](https://github.com/getvmio/free-css-resources)
- [Free Machine Learning Resources](https://github.com/getvmio/free-machine-learning-resources)
- [Free Web Development Resources](https://github.com/getvmio/free-web-development-resources)
- [Free Shell Scripting Resources](https://github.com/getvmio/free-shell-scripting-resources)
- [Free Rust Resources](https://github.com/getvmio/free-rust-resources)
- [Free Haskell Resources](https://github.com/getvmio/free-haskell-resources)
- [Free Software Development Resources](https://github.com/getvmio/free-software-development-resources)
- [Free Data Science Resources](https://github.com/getvmio/free-data-science-resources)
- [Free Git Resources](https://github.com/getvmio/free-git-resources)
- [Free Networking Resources](https://github.com/getvmio/free-networking-resources)
- [Free Game Development Resources](https://github.com/getvmio/free-game-development-resources)
- [Free TensorFlow Resources](https://github.com/getvmio/free-tensorflow-resources)
- [Free Distributed Systems Resources](https://github.com/getvmio/free-distributed-systems-resources)
- [Free Embedded Systems Resources](https://github.com/getvmio/free-embedded-systems-resources)
- [Free DevOps Resources](https://github.com/getvmio/free-devops-resources)
- [Free Docker Resources](https://github.com/getvmio/free-docker-resources)
- [Free Computer Vision Resources](https://github.com/getvmio/free-computer-vision-resources)
- [Free Deep Learning Resources](https://github.com/getvmio/free-deep-learning-resources)
- [Free Cloud Computing Resources](https://github.com/getvmio/free-cloud-computing-resources)
- [Free Go Resources](https://github.com/getvmio/free-go-resources)
- [Free Data Structures Resources](https://github.com/getvmio/free-data-structures-resources)
- [Free Control Systems Resources](https://github.com/getvmio/free-control-systems-resources)
- [Free Artificial Intelligence Resources](https://github.com/getvmio/free-artificial-intelligence-resources)
- [Free Data Analysis Resources](https://github.com/getvmio/free-data-analysis-resources)
- [Free Ruby Resources](https://github.com/getvmio/free-ruby-resources)
- [Free C++ Resources](https://github.com/getvmio/free-cpp-resources)
- [Free Bash Resources](https://github.com/getvmio/free-bash-resources)
- [Free Cybersecurity Resources](https://github.com/getvmio/free-cybersecurity-resources)
- [Free Algorithm Resources](https://github.com/getvmio/free-algorithm-resources)
- [Free Database Resources](https://github.com/getvmio/free-database-resources)
- [Free C Resources](https://github.com/getvmio/free-c-resources)
- [Free Version Control Resources](https://github.com/getvmio/free-version-control-resources)
- [Free Linux Resources](https://github.com/getvmio/free-linux-resources)
- [Free Computer Graphics Resources](https://github.com/getvmio/free-computer-graphics-resources)