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.

Python allows free creation of plots, unlike expensive, stagnant graphing calculators. Import NumPy and Matplotlib for basic linear and polynomial plots in Python. Seaborn lets you make ...

Duration: 12h. In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial ...

Line of Best Fit. Line of Best Fit and Regression Analysis . To perform a regression analysis, a statistician collects a set of data points, each including a complete set of dependent and ...

Figure 55.3: Plot of Residual vs. Predicted Values A trend in the residuals would indicate nonconstant variance in the data. Figure 55.3 may indicate a slight trend in the residuals; they appear to ...