Hash

https://he.wikipedia.org/wiki/%D7%A4%D7%95%D7%A0%D7%A7%D7%A6%D7%99%D7%99%D7%AA_%D7%92%D7%99%D7%91%D7%95%D7%91


image and video manipulations

https://medium.com/@kapildevkhatik2/advanced-image-and-video-processing-techniques-using-python-549fb1cf224e


numpy 

https://www.w3schools.com/python/numpy/default.asp

Matlotlib

https://www.w3schools.com/python/matplotlib_intro.asp


Artificial Neural network (5 min)

https://www.youtube.com/watch?v=jmmW0F0biz0

Koala bear

https://www.youtube.com/watch?v=ER2It2mIagI

Recognize numbers

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

LLM

https://www.youtube.com/watch?v=LPZh9BOjkQs


Jeffrey Hinton

https://www.youtube.com/watch?v=IkdziSLYzHw&t=1827s

Minimax

https://en.wikipedia.org/wiki/Minimax

Alpha Beta pruning 

https://www.youtube.com/watch?v=_i-lZcbWkps

KNN

https://youtu.be/b6uHw7QW_n4?si=u3m-lzjOOwmbyW5P

Recognizing numbers

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

Transformers

https://www.youtube.com/watch?v=wjZofJX0v4M

https://www.youtube.com/watch?v=KJtZARuO3JY&t=2728s

Dangers of AI

https://www.youtube.com/watch?v=1UufaK3pQMg    (bbc 8min   2027)

https://www.youtube.com/watch?v=p_kF_SDB0-c (bbc 13min  job losses)

https://www.youtube.com/watch?v=qe9QSCF-d88   (Yushua Bengio TED)

https://www.youtube.com/watch?v=VKLDl3siaSE&t=321s   (Yushua Bengio interview)

https://www.youtube.com/watch?v=C3TqcUEFR58&t=1367s  (AI snake oil)


GIT / GITHUB

https://www.youtube.com/watch?v=CvUiKWv2-C0   (36 minutes) 

on Pycharm

https://www.youtube.com/watch?v=-_g3QITLaQA