2-Practical work. Choose an option in the order number according to the magazine and do it in the appropriate order.
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Predicting house prices based on location, size, number of rooms, etc.
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Forecasting sales revenue for a company based on historical data and market trends.
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Estimating the relationship between advertising spend and sales.
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Determining the impact of education level on income.
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Predicting the number of customer visits to a retail store based on time of day, day of week, and promotions.
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Analyzing the relationship between employee productivity and work hours.
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Estimating the effect of temperature on energy consumption in homes.
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Predicting the likelihood of a customer churning (leaving) a company based on their behavior and demographic information.
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Forecasting the number of passengers on a given airline route based on historical data and seasonality.
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Examining the relationship between job tenure and job performance.
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Predicting the amount of rainfall in a given area based on historical weather patterns.
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Estimating the effect of a new product launch on overall sales for a company.
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Analyzing the impact of employee training on job performance.
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Determining the effect of price changes on sales volume.
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Predicting the number of accidents on a given stretch of road based on traffic patterns and weather conditions.
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Examining the relationship between customer satisfaction and loyalty.
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Estimating the impact of interest rates on consumer borrowing.
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Predicting the performance of a stock based on historical trends and market conditions.
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Analyzing the effect of promotional offers on sales volume.
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Determining the effect of employee turnover on company profits.
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Predicting the number of goals scored in a football match based on team statistics and past performance.
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Examining the relationship between exercise frequency and weight loss.
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Estimating the impact of advertising on brand recognition.
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Analyzing the effect of changes in oil prices on transportation costs.
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Predicting the likelihood of a customer defaulting on a loan based on their credit history and financial situation.
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Determining the effect of student attendance on academic performance.
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Examining the relationship between social media usage and mental health.
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Estimating the impact of changes in tax rates on consumer spending.
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Analyzing the effect of employee engagement on company performance.
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Predicting the amount of time a customer spends on a company's website based on their behavior and demographic information.
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