https://padlet.com/N0D_37/zgmibpbmlgo5rzup en-us 2022-10-20 06:51:50 UTC 2025-09-24 19:12:00 UTC hello@padlet.com N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348531712 : courses

1.Python tutorial for beginners
https://youtube.com/playlist?list=PLZPZq0r_RZOOkUQbat8LyQii36cJf2SWT

2.Python Tutorial - Python Full Course for Beginners
https://youtu.be/_uQrJ0TkZlc 

Coursera online courses
3.
https://www.coursera.org/learn/python-data-analysis

4. Courses by satr
Python 101:
https://satr.codes/courses/rRUQyVDkwQ/view
Python 102:
https://satr.codes/courses/VIvMvhyCiV/view
Python 103:
https://satr.codes/courses/MvNhowmHeB/view
Python 104:
https://satr.codes/courses/BDtmFNpFMp/view]]> 2022-10-20 07:07:00 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348531712 N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348532215 matplotlib

1- https://youtu.be/3Xc3CA655Y4
2- https://www.youtube.com/watch?v=9pot3wR0UKY&list=PLuRv1IekA3YUdhJNrsn-nK71yvTc45OlW&pp=iAQB]]> 2022-10-20 07:07:22 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348532215 N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348532590 Numpy

1- https://youtu.be/QUT1VHiLmmI

2- https://youtu.be/Offeoe7ZZ-A]]> 2022-10-20 07:07:39 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348532590 N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348532751 Pands

1 - https://youtu.be/vmEHCJofslg

2- https://www.youtube.com/watch?v=rkGtNC4yMR4&list=PLuRv1IekA3YVwzaWa2Kp7bgIVcJsJ5XGW&pp=iAQB]]> 2022-10-20 07:07:47 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348532751 N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348536648 Book]]> 2022-10-20 07:10:33 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348536648 N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348539131 Book]]> 2022-10-20 07:12:21 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2348539131 N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2349076585 2022-10-20 13:40:41 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2349076585 RayanBeshawri https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2349120621 2022-10-20 14:03:47 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2349120621 N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2636682758
Week 1:ML Overview

ML introduction
https://youtu.be/olFxW7kdtP8
https://youtu.be/nKW8Ndu7Mjw

Real life application
https://youtu.be/HKcO3-6TYr0

ML terms
https://youtu.be/ApNgG-w3UXI

Evaluation metrics:
https://youtu.be/LbX4X71-TFI

Data split
https://youtu.be/-KYiefj2wuw


]]> 2023-07-02 22:35:00 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2636682758 N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2636682780 Week 2: Linear Regression
LR Idea

https://youtu.be/dLc-lfEEYss
https://youtu.be/KWULpBYzIYk

LR With Python
https://youtu.be/4t1G8c3t9U4

Multiply LR
https://youtu.be/wH_ezgftiy0



]]> 2023-07-02 22:35:07 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2636682780 N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2636682804 Week 3:Classification
 https://youtu.be/DAFljjxmyZw 

Logistic Regression
 https://youtu.be/XnOAdxOWXWg 

KNN
 https://youtu.be/4HKqjENq9OU

]]> 2023-07-02 22:35:14 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2636682804 N0D_37 https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2636682853 Week 4:
Naive Bayes
https://youtu.be/l3dZ6ZNFjo0

Decision Tree
https://youtu.be/JcI5E2Ng6r4
https://youtu.be/7eh4d6sabA0

Random Forest
https://youtu.be/eM4uJ6XGnSM



Extra Sources:
All Classification algorithms
https://youtu.be/xG-E--Ak5jg
Book
https://www.microsoft.com/en-us/research/uploads/prod/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf]]> 2023-07-02 22:35:20 UTC https://padlet.com/N0D_37/zgmibpbmlgo5rzup/wish/2636682853