Maximizing pumpkin yield is a crucial goal for farmers. To achieve optimal results, advanced algorithmic strategies are increasingly being utilized. These algorithms can interpret vast datasets related to pumpkin growth, including soil conditions, ici weather patterns, and nutrient requirements.