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: https://www.youtube.com/watch?v=t8pPdKYpowI

===== OpenCV =====

OpenCV course: https://www.youtube.com/watch?v=eDIj5LuIL4A

OpenCV projects:
- Beginner: https://www.youtube.com/playlist?list=PLb49csYFtO2Hpfn8eLnaD9tJ0xYcMVcWe
- Intermediate: https://www.youtube.com/playlist?list=PLb49csYFtO2HGELdc-RLRCNVNy0g2UMwc
- Advanced: https://www.youtube.com/playlist?list=PLb49csYFtO2GunSHX38EjYHoYYbJYwrB-

2. Robotics / Low level programing

===== Electronics (basics) =====

Arduino course: https://www.youtube.com/watch?v=BLrHTHUjPuw

Arduino projects:
- https://www.youtube.com/watch?v=9cxAjRHdMVY&list=PL4g1oAdmuCfrl88GPnJHCJNi0vr416XmZ
- https://www.youtube.com/watch?v=7n9D0KPkl7A&list=PL2GAS4vHuGW2J5XKKLlsezt-A9Ii96tau

Jetson AI Fundamentals Course: https://www.youtube.com/watch?v=uvU8AXY1170&list=PL5B692fm6--uQRRDTPsJDp4o0xbzkoyf8

LEGO Mindstorms EV3 course: https://www.youtube.com/watch?v=dnRPMN28ELU&list=PLUDkntwKJbArGOoSL2QmWtMQ8ZItyGZxJ

===== C++ =====

C++ course: https://www.youtube.com/watch?v=-TkoO8Z07hI
OpenCV in C++: https://www.youtube.com/watch?v=2FYm3GOonhk

3. Artificial intelligence

===== Machine learning (basics) =====

Machine learning course: https://www.coursera.org/specializations/machine-learning-introduction
Scikit learn course: https://www.youtube.com/watch?v=pqNCD_5r0IU

===== Mathematics (basics) =====

Graph theory: https://www.youtube.com/watch?v=sWsXBY19o8I
Probability & Statistics: https://www.youtube.com/watch?v=f26vt5uQ_uI&list=PLX2gX-ftPVXUWwTzAkOhBdhplvz0fByqV
Geometry: https://www.youtube.com/watch?v=MD1Ob370TIA&list=PLHRatQsym1_iuv4HWg_08K1aRlaS4cSI-

4. Advanced

===== Mathematics (advanced) =====

Linear algebra: https://www.youtube.com/watch?v=QVKj3LADCnA&list=PL49CF3715CB9EF31D
Calculus: https://www.youtube.com/watch?v=fYyARMqiaag&list=PLF797E961509B4EB5
Differential equations: https://www.youtube.com/watch?v=XDhJ8lVGbl8&list=PLEC88901EBADDD980
Complex analysis: https://www.youtube.com/watch?v=dEu5ie25U0Y&list=PLBh2i93oe2qtIc75sLYaVEBt0QNqVbdmZ

===== Machine learning (advanced) =====
GANs course: https://www.coursera.org/specializations/generative-adversarial-networks-gans

How to read a paper:
- https://www.youtube.com/watch?v=Gv5ku0eoY6k
- https://www.youtube.com/watch?v=2frJsC_Q3I0

Advanced machine learning lessons: https://www.youtube.com/watch?v=B2Jnurp-OkU&list=PLemsnf33Vij4-kv-JTjDthaGUYUnQbbws

===== Electronics (advanced) =====

Robotics competitions:
- https://www.roboticseducation.org/teams/vex-robotics-competition/
- https://www.firstinspires.org/robotics/frc
- https://roboticsbiz.com/top-15-robotics-competitions-in-the-world/

#computervision #computervisionroadmap #machinelearningroadmap