Mining Quality Prediction Using Machine & Deep Learning

This 1.5-hour-long project-based course will teach you how to: - Understand the theory behind Simple and Multiple Linear regression. - Import key python datasets, libraries and perform data visualization. - Perform exploratory data analysis. - Standardize training and testing data. Sci-kit Learn library allows you to train and evaluate different regression models. To perform regression, you will need to build and train an Artificial Neural Network. Understanding the differences between different regression models KPIs like MSE, RMSE MAE, R2, adjusted R2 and more. Visualize the performance of your best regression model by using different KPIs.