Technical Deep Dive, Forecasting, Data Science, Model Validation, Evaluation Metric.
forecast will extend 12 steps into the future, equivalent to one year ahead. This process involves generating forecasts for a span of 10 years, one year at a time. import pandas as pd import matplotlib.pyplot as plt from sklearn.metrics import mean_squared_error data['Month'] =