Mini batch gradient descent implementation from scratch in python | AI Basics |

code reference:
https://github.com/akkinasrikar/Machine-learning-bootcamp/blob/master/Mini%20batch%20gradient%20descent/mini%20batch.ipynb
__________________________________________________
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

_____________________________________________________
Instagram with 36k+ community:
https://www.instagram.com/ai_basics/
_____________________________________________________
facebook group:
https://www.facebook.com/groups/557547224967332