2-Practical work. Choose an option in the order number according to the magazine and do it in the appropriate order

2-Practical work. Choose an option in the order number according to the magazine and do it in the appropriate order.

1. 
   Predicting house prices based on location, size, number of rooms, etc.
   
2. 
   Forecasting sales revenue for a company based on historical data and market trends.
   
3. 
   Estimating the relationship between advertising spend and sales.
   
4. 
   Determining the impact of education level on income.
   
5. 
   Predicting the number of customer visits to a retail store based on time of day, day of week, and promotions.
   
6. 
   Analyzing the relationship between employee productivity and work hours.
   
7. 
   Estimating the effect of temperature on energy consumption in homes.
   
8. 
   Predicting the likelihood of a customer churning (leaving) a company based on their behavior and demographic information.
   
9. 
   Forecasting the number of passengers on a given airline route based on historical data and seasonality.
   
10. 
    Examining the relationship between job tenure and job performance.
    
11. 
    Predicting the amount of rainfall in a given area based on historical weather patterns.
    
12. 
    Estimating the effect of a new product launch on overall sales for a company.
    
13. 
    Analyzing the impact of employee training on job performance.
    
14. 
    Determining the effect of price changes on sales volume.
    
15. 
    Predicting the number of accidents on a given stretch of road based on traffic patterns and weather conditions.
    
16. 
    Examining the relationship between customer satisfaction and loyalty.
    
17. 
    Estimating the impact of interest rates on consumer borrowing.
    
18. 
    Predicting the performance of a stock based on historical trends and market conditions.
    
19. 
    Analyzing the effect of promotional offers on sales volume.
    
20. 
    Determining the effect of employee turnover on company profits.
    
21. 
    Predicting the number of goals scored in a football match based on team statistics and past performance.
    
22. 
    Examining the relationship between exercise frequency and weight loss.
    
23. 
    Estimating the impact of advertising on brand recognition.
    
24. 
    Analyzing the effect of changes in oil prices on transportation costs.
    
25. 
    Predicting the likelihood of a customer defaulting on a loan based on their credit history and financial situation.
    
26. 
    Determining the effect of student attendance on academic performance.
    
27. 
    Examining the relationship between social media usage and mental health.
    
28. 
    Estimating the impact of changes in tax rates on consumer spending.
    
29. 
    Analyzing the effect of employee engagement on company performance.
    
30. 
    Predicting the amount of time a customer spends on a company's website based on their behavior and demographic information.