In this video, we will implement Multiple Linear Regression in Python from Scratch on a Real World House Price dataset. We will not use built-in model, but we will make our own model. This can be a good way to understand multiple linear regression and how to build models in python from scratch.
So I hope that, by the end of the video, you are able to implement and use it by yourself !
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DOWNLOAD THE PDF NOTES FROM HERE : http://bit.ly/MulLinRegInPy
It contains the code and the dataset, along with the proper explanation.
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Detailed explanation about Linear Regression : https://www.youtube.com/watch?v=nwD5U2WxTdk&t=3s
Detailed explanation about Cost Function in Linear Regression : https://www.youtube.com/watch?v=yt7fzvwfWHs&t=3s
Detailed explanation about Gradient Descent in Linear Regression : https://www.youtube.com/watch?v=EfsjEOb596Q&t=548s
Numpy Tutorial from freeCodeCamp : https://www.youtube.com/watch?v=QUT1VHiLmmI&t=831s
Pandas Tutorial : https://www.youtube.com/watch?v=UB3DE5Bgfx4
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Know the difference between Artificial Intelligence, Machine Learning, Deep Learning and Data Science, here : https://www.youtube.com/watch?v=xJjr_LPfBCQ
Complete Linear Regression Playlist : https://www.youtube.com/watch?v=xJjr_LPfBCQ&list=PLuhqtP7jdD8BpW2kOdIbjLI3HpuqeoMb-
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