Рет қаралды 26,727
0:00 - Start
0:20 - Who am I?
0:46 - Video roadmap
01:28 - Skills: 4 modules
2:04 - Fundamentals
3:46 - Robotics / low level programming
7:38 - Artificial Intelligence
13:02 - Advanced module
16:36 - Computer vision skills summary
20:11 - Software skills
27:36 - College degrees
28:24 - Any questions
Here are some resources you can use in order to lean each one of the modules I mention in the video:
1. Fundamentals:
===== Python =====
Python course: • Python Tutorial for Be...
===== OpenCV =====
OpenCV course: • OpenCV tutorial for be...
OpenCV projects:
- Beginner: • Computer vision beginn...
- Intermediate: • Computer vision interm...
- Advanced: • Computer vision advanc...
2. Robotics / Low level programing
===== Electronics (basics) =====
Arduino course: • Arduino MASTERCLASS | ...
Arduino projects:
- • Arduino Coding for Beg...
- • How to make Robot Sumo
Jetson AI Fundamentals Course: • Jetson AI Fundamentals...
LEGO Mindstorms EV3 course: • LEGO Mindstorms EV3 - ...
===== C++ =====
C++ course: • C++ Full Course for fr...
OpenCV in C++: • LEARN OPENCV C++ in 4 ...
3. Artificial intelligence
===== Machine learning (basics) =====
Machine learning course: www.coursera.org/specializati...
Scikit learn course: • Scikit-Learn Course - ...
===== Mathematics (basics) =====
Graph theory: • Graph theory full cour...
Probability & Statistics: • Probability & Statisti...
Geometry: • Geometry Lesson 1 - Po...
4. Advanced
===== Mathematics (advanced) =====
Linear algebra: • 2. Elimination with Ma...
Calculus: • Calculus 1 Lecture 0.1...
Differential equations: • Lec 1 | MIT 18.03 Diff...
Complex analysis: • Complex Analysis 1 | I...
===== Machine learning (advanced) =====
GANs course: www.coursera.org/specializati...
How to read a paper:
- • How To Read A Paper Qu...
- • How to Read and Summar...
Advanced machine learning lessons: • Lecture 1: Introductio...
===== Electronics (advanced) =====
Robotics competitions:
- www.roboticseducation.org/tea...
- www.firstinspires.org/robotic...
- roboticsbiz.com/top-15-roboti...
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