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Resources and Roadmaps for AI and Robotics

http://ivlabs.in/ Maintenance GitHub license GitHub stars

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

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

Maintainers