Crop forecasting using machine learning

India is mainly an agricultural country. Agriculture is the process of using land to grow a variety of crops. It hasbeen cultivated in India for a long time and is known as the backbone of the Indian economy. The majority of the people in India are directly or indirectly dependent on agriculture fortheir livelihood.[3]this leads to reduce yield increase strain on agricultural resources, exacerbating the challenges faced by farmers worldwide. Crop forecasting depends on soil, geography and climatic characteristics, and ac- curate cropfore casting increases crop production. [1]Further more, this system can offer real-time monitoring and feedback, allowing farmers to make informed decisions throughout the crop cycle, ultimately optimizing yields and promoting environmentally responsible farming practices.