Question 1 of 30
A retail company is analyzing its sales data to identify trends and forecast future sales. They have collected data on monthly sales figures over the past three years and want to apply advanced analytics techniques to predict sales for the next quarter. Which method would be most appropriate for this scenario to account for seasonality and trends in the data?
Seasonal Decomposition of Time Series (STL)
Linear Regression Analysis
K-Means Clustering
Principal Component Analysis (PCA)

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