Weekly sales prediction is a crucial aspect of business planning and management across various industries. It involves forecasting the expected sales volume for each week based on historical data, market trends, and other relevant factors. This predictive analysis helps businesses optimize inventory management, staffing, marketing strategies, and overall decision-making processes.