Medical Insurance Cost Prediction Using Machine Learning | Predict Healthcare Charges with Python скачать в хорошем качестве

Medical Insurance Cost Prediction Using Machine Learning | Predict Healthcare Charges with Python

#machinelearning #datascience #python #aiwithnoor Learn how to build a Medical Insurance Cost Prediction System using Python and Machine Learning. We’ll cover data preprocessing, feature scaling, model training, and prediction deployment with Streamlit. Perfect for beginners and data science enthusiasts who want to apply ML in real-world healthcare scenarios. 00:00 — Introduction 00:57 — Problem Statement 02:00 — Data Loading and Exploration 03:13 — Data Encoding and Feature Scaling 06:35 — Train–Test Split 08:17 — Model Training and Evaluation 11:46 — Model Saving and Inference 15:00 — Deployment with Streamlit ------------------------------- Code: https://github.com/611noorsaeed/Medic... ------------------------------ Subscribe channel: AI With Noor (Urdu/Hindi/English)    / @611aiwithnoor   🚀 Get Free AI Courses! 🎓 LangChain Tutorials:    • LangChain Tutorials   ML Algorithems Explained:    • ML Algorithms Explained   AI & Data Science Bootcamp:    • AI & Data Science Engineer Bootcamp   Python Programming For AI:    • Python Programming For AI   Python Console-Based Programming Projects:    • Python Console Based Programming Projects   NLP Engineering BootCamp Python:    • NLP Engineering Bootcamp Python   Deep Learning Keras Tutorials:    • Deep Learning Keras Tutorials   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   Matplotlib Tutorials:    • Matplotlib Tutorials   Pandas Tutorials:    • Pandas Tutorials   Numpy Tutorials:    • Numpy Tutorials   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   Machine Learning Regression Projects:    • Machine Learning Regression 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   OpenCV Tutorials:    • OpenCV tutorials   100 Days Computer Vision:    • 100 Days Of Computer Vision   Python Chatbot Development:    • Python Chatbot Development   Machine Learning Interview Preparation:    • Machine Learning Interview Preparation   ================================ My Accounts Links: Facebook:   / dailyverbs.wordspresentation   Page:   / 611aiwithnoor   GitHub: https://github.com/611noorsaeed Linkdin:  / ai-with-noor-654a23263   Kaggle: https://www.kaggle.com/noorsaeed