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

• MIT most visited courses
• IvLabs - Resources and Roadmaps for AI and Robotics