Machine-learning-bootcamp

this is a online you tube machine learning boot camp in this boot camp you will learn ml agloriths from scratch and how to use sklearn,pandas,plotly,seaborn etc

Supervised learning

1)Linear regression via statistics method | AI Basics

https://www.youtube.com/watch?v=QBhGTN6F5iI&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=2

2)Linear regression using sklearn | Custom train test split | Custom Labelencoder

https://www.youtube.com/watch?v=7UA4TPB4B-Y&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=3

3)Metrics for linear regression from scratch | AI Basics

https://www.youtube.com/watch?v=vUp3I6PEL2Q&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=4

4)Normal Equation code in python | AI Basics |

https://www.youtube.com/watch?v=bVNe5cl5K54&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=5

5)What is gradient descent and what are the pitfalls for this method?

https://www.youtube.com/watch?v=np9Cg4ha7Xk&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=6

6)Gradient descent from scratch in python

https://www.youtube.com/watch?v=vGaQgNRHxbs&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=7

7)what is stochastic gradient descent?

https://www.youtube.com/watch?v=nxGZzDQIb4k&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=8

8)Stochastic gradient descent code from scratch in python

https://www.youtube.com/watch?v=_g-rLDPbrgE&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=9