A Machine Learning-based Approach for Crop Yield Prediction and Fertilizer Recommendation | Python

A Machine Learning-based Approach for Crop Yield Prediction and Fertilizer Recommendation | Python Final Year IEEE Project. 🛒Buy Link: https://bit.ly/3EwR5jV (or) To buy this project in ONLINE, Contact: 🔗Email: [email protected], 🌐Website: https://www.jpinfotech.org 📌Project Title: A Machine Learning-based Approach for Crop Yield Prediction and Fertilizer Recommendation. 💡Implementation Code: Python. 🔬Algorithm / Model Used: Extra Trees Regressor, Gaussian NB. 🌐Web Framework: Flask. 🖥️Frontend: HTML, CSS, JavaScript. 💰Cost (In Indian Rupees): Rs.3000/. 📘Project Abstract: 👉Today, a variety of researchers apply data mining, machine learning, and deep learning techniques to boost and improve crop productivity and quality. The proposed approach builds a collaborative system for predicting crop yield and recommending fertilizer. 👉In this project, a system is created that uses agricultural datasets, where the Extra Trees Regressor algorithm is used to recommend the right production yield, and additionally, our suggested system employs fertilizer datasets, where the GaussianNB algorithm is used to suggest the right fertilizer. 👉Utilizing our proposed system for crop yield prediction and fertilizer recommendations would undoubtedly boost agricultural output. This approach supports decisions on fertilization that are beneficial to farmers. The accuracy of this system is around 99% for Crop yield prediction and 100% for fertilizer recommendation. 📌REFERENCE: Jeevaganesh R; Harish D; Priya B, “A Machine Learning-based Approach for Crop Yield Prediction and Fertilizer Recommendation”, IEEE Conference, 2022. 🏷️tags: #python #pythonprojects #cropyield #cropyields #yield #predictions #fertilizer #recommendations #machinelearningproject #pythonprogramming #pythonprojectforbeginners #pythonprojectideas #pythonmachinelearning #machinelearning #machinelearningpython #finalyearproject #ieeeprojects #finalyearprojects #datascience #datascienceproject #artificialintelligenceproject #projects #deeplearning #deeplearningproject #computerscienceproject #deeplearningprojects #majorprojects #academicprojects #majorprojects