Resources and Roadmaps for AI and Robotics
Initiative by IvLabs to share field-wise learning resources. Here you will find all the courses and online materials which are being followed by IvLabs members. These resources have been carefully handpicked to provide the best knowledge. If you like the repo, please star. This motivates us to update the repo frequently.
List of Various Fields
Please click on following link to see the more info about the specific topic
- Computer Vision
- Control Theory
- Deep Learning
- Embedded Systems
- Internet of Things-IoT
- Mathematics
- Motion Planning
- Natural Language Processing
- Physics
- Programming Languages
- Reinforcement Learning
- State Estimation, Localization and SLAM
- Robot Operating System
- Graph Representation Learning
Miscellaneous Topics
To keep yourself updated with the field we highly recommend you listen to Podcasts, read subreddit (eg r/MachineLearning), follow Professors on Twitter, go through proceedings of top conferences. Alongside with doing courses you should also have a good grip with Linux OS and be proficient in programming. Click on following links to see the compilation done by IvLabs members.
NOTE: Some of the topics are not yet completed. The repo will be updated soon.
More lists like this
The following are lists made by their respective creator
| Repository | Creator | Description |
|---|---|---|
| Robotics-Courses | Ajay Gunalan | A list of tutorials and learning resources for Robotics. Covers topis like Linear Algebra, Signals and System, Hybrid Courses (ML + Control), Motion Planning, SLAM. |
| engineering-video-courses | Developer-Y | A collection of links to video lectures related to engineering courses. Covers disciplines such as Aerospace Engineering, Electrical Engineering, Mechanical Engineering and Civil Engineering. |
| cs-video-courses | Developer-Y | A list of video courses on Computer Science Topics such as Data Structures and ALgorithms, Software Engineering, Artificial Intelligence, and Web Programming. |
| math-science-videolectures | Developer-Y | A collection of Video Courses on topics related to Maths, Physics, and Chemistry. |
| courses | Piotr Skalski | Collection of AI courses along with their difiiculty ratings. Covers topics related to DL, NLP, RL and CV |
Guidelines for contributing
Please read CONTRIBUTING.md for contribution guidelines. Contributions will not be accepted if they dont follow these guidelines