Crop Recommendation System Project Machine Learning | AI-Powered Crop Selection | ML Projects скачать в хорошем качестве

Crop Recommendation System Project Machine Learning | AI-Powered Crop Selection | ML Projects

#machinelearning #recommendations Updated Source Code: https://github.com/611noorsaeed/Crop-... Dataset: https://www.kaggle.com/datasets/athar... ================================ In this project, we built a crop recommendation system using machine learning algorithms and integrated it into a web application using the Flask framework. The system takes in input data such as soil type, rainfall, temperature, and humidity, and recommends the best crop that can be grown in that particular region based on the machine learning model trained on historical data. The crop recommendation system is useful for farmers who want to maximize their crop yield and minimize crop failure by selecting the best crop based on the conditions of their land. The system uses machine learning algorithms such as decision trees, random forests, and support vector machines to make predictions and recommend the best crop for the given input data. Timestamps: 00:00:00 - Introduction To Website and Crop system 00:03:14 - Loading Dataset and Jupyter notebook code 00:11:18 - Exploring Crop Dataset Features 00:16:46 - Encoding Crops Classes 00:21:06 - Train Test split 00:24:56 - Scaling and Normalization 00:27:54 - Training Different ML Classifiers 00:34:33 - Recommendations (predictions) 00:45:06 - Deployment: App.py file 00:45:06 - UI Design and Creation, Integrations, Results Etc 🚀 Get Free AI Courses! 🎓 Explore my YouTube channel for a wide range of playlists designed to boost your AI knowledge and skills! Here are some valuable resources: Python Programming For AI:    • Python Programming For AI   NLP Engineering Bootcamp:    • NLP Engineering Bootcamp Python   Sentence Transformer Tutorials:    • Sentence Transformers Tutorials   Python Console-Based Programming Projects:    • Python Console Based Programming Projects   Recipes Recommendation System:    • Recipe Recommendation System   Generative AI Projects:    • Generative AI Projects   Google Gemini LLM Projects:    • Google Gemini Projects   E-Commerce Products Recommendation:    • E Commerce Products Recommendation System ...   Question MCQs Generator App:    • Question MCQs Generator App   Full Stack AI Mastery: From Python to Expert Systems:    • Full Stack AI Mastery: From Python to Expe...   Machine Learning Tutorials:    • Machine Learning Tutorials   NLP Transformer and LLMs Projects:    • Transformers & LLM Projects   LangChain OpenAI Projects:    • Langchain and Openai Projects   Scikit-learn Tutorials:    • Scikit-learn Tutorials   Data Analysis with Pandas:    • Data Analysis With Pandas   Machine Learning Projects:    • Machine Learning Projects   NLP Projects:    • NLP Projects   Recommendation System Projects:    • Recommendation System Projects   Computer Vision Projects:    • Computer Vision Projects   Data Analysis Dashboards:    • Python Data Analysis Projects   100 Days Machine Learning:    • 100 Days Of Machine Learning   Machine Learning Interview Preparation:    • Machine Learning Interview Preparation   OpenCV Tutorials:    • OpenCV tutorials   100 Days Computer Vision:    • 100 Days Of Computer Vision   Python Chatbot Development:    • Python Chatbot Development   Machine Learning Regression Projects:    • Machine Learning Regression Projects   Python Advanced Programs:    • Python Advance Programs   Python Search Engine Development:    • Python Search Engine Development   Explore these playlists to enhance your skills in AI and machine learning. Don't forget to subscribe for more content! 🔔 ================================ My Accounts Links: Youtube Channel:    / @611aiwithnoor   Facebook:   / dailyverbs.wordspresentation   GitHub: https://github.com/account Linkdin:   / ai-with-noor-654a23263   Kaggle: https://www.kaggle.com/noorsaeed