لينك المادة العلمية

عنوان المحاضرة

رقم

https://www.youtube.com/watch?v=w2TzT-2Yr9Q&t=198s

Introduction to learning from data

1

https://www.youtube.com/watch?v=Qu6FWwDHqiM&t=194s

Linear regression 1

https://www.youtube.com/watch?v=5-Y5IYTtz70&t=101s

Linear regression 2

https://www.youtube.com/watch?v=BmOfz98D9Fs&t=361s

LR-Cost Function

2

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

LR-Python

3

https://www.youtube.com/watch?v=fSk3DMcLues&t=268s

Classification1

4

https://www.youtube.com/watch?v=-MpjcUYhXkM&t=18s

Classification cost function

5

https://www.youtube.com/watch?v=kCXm2aygLNs&t=515s

Newton Method

6

https://www.youtube.com/watch?v=j7oMfr4ARds&t=185s

Numpy library

الجزء النظرى

السكشن

https://www.youtube.com/watch?v=HkZSS0KD4V0&t=1s

Numpy library

الجزء العملى