8.3. Regression diagnostics¶. Like R, Statsmodels exposes the residuals. That is, keeps an array containing the difference between the observed values Y and the values predicted by the linear model. A ...

We will not use any build in models, but we will understand the code behind the linear regression in python. Your Lane to Machine Learning !! Learn With Jay.

Assignment-04-Simple-Linear-Regression-2. Q2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and ...

I use Python 3 and Jupyter Notebooks to generate plots and equations with linear regression on Kaggle data. I checked the correlations and built a basic machine learning model with this dataset.

Last time I talked about Simple Linear Regression which is when we predict a y value given a single feature variable x. However data is rarely that simple and we often can have many variables we can ...