Machine Learning-Based Crop Recommendations for Precision Farming to Maximize Crop Yields

Technology is now playing a critical role in many industries to overcome challenges and achieve stronger and maximum results. The farming industry in India significantly affects the country's economy. The agricultural sector continues to employ half of the nation's workforce. The natural conditions of the environment have a big impact on the agriculture industry, which creates a number of difficulties in actual farming operations. The majority of agricultural practices in the nation still use outdated methods, and technological advancement is slow. Appropriate technology can be applied to this industry to maximize yield and minimize challenges. Rather than considering the parameters like soil conditions, sustainability, etc., farmers frequently sow the crop based on its market value and potential financial profits. This might have unfavorable effects on both soil quality and farmers. If used properly, modern techniques like machine learning techniques have the potential to revolutionize these fields. This paper will demonstrate how to use such technologies effectively to offer farmers the best crop recommendation support.