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When decomposing time series data, which component is primarily targeted to be removed to focus on the longer-term trend?

Which of the following forecasting methods is most suitable for data with a linear trend but no seasonality?

Why is sampling an essential method in data analysis, especially when dealing with large datasets?

If a dataset has a mean significantly higher than the median, which of the following is most likely true?

In the context of memory management, which of the following page replacement algorithms suffers from Belady's Anomaly?

In the context of the data analysis process, what is the main purpose of the "modeling" stage?

Which of the following best demonstrates encapsulation in Object-Oriented Programming (OOP)?

In SQL, which type of JOIN will return all rows from the left table and the matching rows from the right table, filling with NULLs where there is no match?

What is the difference between samples and populations in data analysis?

When performing time series decomposition , which method separates data into additive components?