/Learning-Resources

This repo is my hand picked lessons or resources from the vast pull of content available on internet. It's not related to any specific topic or particular field. The list can have content from any field.

MIT LicenseMIT

Learning-Resources

This repo is my hand-picked lessons or resources from a vast pool of content available on the internet. It's not related to any specific topic or field; instead, the list can have various fields (category-wise) content.

TODO: Import links from my bookmark table on Firefox, Pocket app, Google Keep app, and Microsoft TO-DO app

Robotics

  1. Robotics coursework by MITHI
  2. QUT university Robot academy
  3. MIT Open course work
  4. University of Freiburg - Autonomous Intelligent Systems
  5. Free High quality courses ZIP files
  6. Autonomous Mobile Robots - ETHx - edX
  7. Getting started in Robotics
  8. Robostics education career

Computer Vision

  1. jbhuang0604/awesome-computer-vision: A curated list of awesome computer vision resources
  2. CS231n Convolutional Neural Networks for Visual Recognition (Spring 2017) - Stanford
  3. Mastering-OpenCV-4-with-Python BOOK Github repo
  4. QUT Robot Academy
  5. All The Free ML/AI Courses Launched At Google I/O
  6. IBM | Computer Vision and Image Processing Fundamentals | edX
  7. Udemy | Python for Computer Vision with OpenCV and Deep Learning | Udemy
  8. Columbia | First Principles of Computer Vision | Coursera
  9. Udemy | Free Computer Vision Tutorial - Learn Computer Vision with OpenCV Library using Python | Udemy
  10. IBM | Introduction to Computer Vision and Image Processing | Coursera
  11. TUM | Computer Vision Group - Online Courses
  12. Udacity | Free Introduction to Computer Vision | Georgia Tech
  13. Buffalo | Computer Vision Basics | Coursera
  14. Deeplearning.AI | Advanced Computer Vision with TensorFlow | Coursera
  15. Uni Bonn | Online Training: Photogrammetric Computer Vision - YouTube
  16. Uni Bonn | Online Training –Photogrammetric Computer Vision – StachnissLab
  17. Description | MA-INF 2201 - Computer Vision
  18. Description | MA-INF 2213 - Computer Vision II
  19. Official | OpenCV: OpenCV-Python Tutorials
  20. Description | HBRS Computer Vision
  21. Computer Vision Conferences in 2022/2023/2024
  22. Learn Computer Vision | Computer Vision Learning Path
  23. Book | Computer Vision: Algorithms and Applications, 2nd ed.
  24. OpenCV official | Computer-Vision-Resources.pdf
  25. Github Repository official | Learn OpenCV : C++ and Python Examples
  26. Deep Learning for Computer Vision | University of Michigan
  27. Deep Learning for Computer Vision (YouTube playlist) | University of Michigan

3D: Everything about 3D

  1. 3D AI Lab (TU Munich): https://www.3dunderstanding.org/index.html

ROS

  1. ROS World 2020 videos
  2. Hello (Real) World with ROS – Robot Operating System - edX
  3. Programming for Robotics - ROS - ETHz - Free Online videos

Programming C++

  1. Beginning C++ Programming - From Beginner to Beyond (affordable) - Udemny
  2. C++ nanodegree - Udacity
  3. Modern C++ Course - Uni. Bonn

Programming Python

Machine Learning/AI/Deep-Learning

  1. Introduction to Machine Learning - MIT Open Learning Library - No certificate

Mathematics for Robotics/Machine-Learning

  1. Robotics 101: Computational Linear Algebra - Michigan Robotics
  2. Robotics 501: Mathematics for Robotics - Michigan Robotics
  3. Mathematics For Machine Learning
  4. Mathematics For Machine Learning

Physics

Ayurveda

  1. Rogi Swayam Chikitsak & Rogi Swayam Nirikshak - Rajiv Dixit

Psychology

DMy Book list

  1. Life of Pie - Yann Martel
  2. Tuesdays with Morrie - Mitch Albom
  3. Five Point Someone - Chetan Bhagat
  4. Digital Fortress - Dan Brown

Book on-going:

  1. The Power of Habit - Charles Duhigg

MISC