Multiple Linear Regression from Scratch - Machine Learning Math & Python скачать в хорошем качестве

Multiple Linear Regression from Scratch - Machine Learning Math & Python

In this video we will go through the math and intuition of multiple linear regression beginning first with basic linear regression and then expanding into multiple linear regression. With each new equation, we will implement the math into a Python notebook. Simple example data will be used to benefit the teaching and learning process. The final product will offer a finished multiple linear regression model. View the (cleaned up) notebook on GitHub: https://github.com/kailau02/machine-l... Portfolio: https://kailauapps.com/ LinkedIn:   / dylan-kai-lau   0:00 Overview 0:37 LR example data 3:00 LR predictions 8:13 LR cost function 12:30 LR gradient descent 28:11 LR more data example 30:52 MLR example data 33:20 MLR predictions 39:00 MLR cost function 41:15 MLR gradient descent 50:12 MLR diabetes dataset