Data Science, Machine Learning, Analytics, Time Series Analysis, Linear Regression.
would be better if we could reduce these error values even more. Another angle to assess the model is to examine how well our regression can make time-series predictions. Hence, we generate plots that visualise monthly average prices from the actual dataset, training predictions, and testing