Introduction to Time Series Analysis Beyond technical skills, this tutorial addresses the broader challenges of time series analysis, such as dealing with irregular data collection and ensuring forecast reliability. It provides practical tips for improving forecast accuracy, including methods for handling seasonality and external variables. The guide also underscores the importance of data preprocessing, such