Week 2 Team or S1. How would you approach building a time series regression model to forecast product demand? Discuss the key steps involved in data preparation, selecting appropriate predictor variables, and determining the appropriate time window for forecasting.olo Project: This assignment can be a team or individual assignment. Related Course Objectives: CO2 Objective: To apply hypothesis testing to a tangible, real-world scenario, allowing students to practice formulating hypotheses, conducting tests, collecting data, and interpreting results. Scenario: You are an aspiring data analyst curious about the effects of caffeine on productivity. You hypothesize that individuals who consume caffeine in the morning are more productive throughout the day than those who don't