⚡ How to Build a Machine Learning Predicting Heart Disease Model | AI & ML For Beginners | P1 скачать в хорошем качестве

⚡ How to Build a Machine Learning Predicting Heart Disease Model | AI & ML For Beginners | P1

⚡ How to Create a Machine Learning Predicting Heart Disease Model | AI & ML For Beginners 🎯 In this video, we guide you step-by-step through building a complete machine learning project that predicts heart disease using clinical data. This hands-on walkthrough is perfect for beginners and intermediate learners looking to apply ML in healthcare. 📝 What You’ll Learn in This Video: 📌 Defining the ML Problem ✔️ Understand business objectives and choose the right problem type 📌 Data Collection & Exploration ✔️ Use public clinical datasets like the Cleveland Heart Disease dataset 📌 Data Preprocessing ✔️ Handle missing data, scale features, and engineer new ones 📌 Train-Test Split ✔️ Stratify your data to maintain class balance 📌 Model Selection ✔️ Try Logistic Regression, Random Forest, SVM, and more 📌 Evaluation Metrics ✔️ Analyze performance using Accuracy, Precision, Recall, F1-score, and ROC-AUC 📌 Real-world Code ✔️ Practical implementation using Python, Pandas, Scikit-learn 👤 Ideal For: ✅ AI & ML enthusiasts ✅ Data science students ✅ Beginners working on ML portfolio projects ✅ Anyone interested in healthcare analytics 🎁 FREE AI & ML Study Resources Included: ✅ ML Project Checklist – Build your ML workflow the right way ✅ Healthcare Dataset Links – Use real-world clinical data ✅ Feature Engineering Guide – Boost model accuracy ✅ Evaluation Metric Cheatsheet – Know what to track and why ✅ Python Code Templates – Reuse and adapt for your own projects 🔥 Claim Your FREE Resources: 📩 Email: [email protected] 👍 Like, Subscribe & Drop Your Questions in the Comments! 📌 Watch This Video If You Want To: 🚩 Learn how to create an end-to-end ML project 🚩 Practice on a real-world healthcare use case 🚩 Improve your data preprocessing and model evaluation skills 🚩 Strengthen your ML portfolio with a complete project 📣 Subscribe to FutureMinds AI & ML for beginner-to-pro expert-level AI tutorials, practical ML projects, and real-world applications! #MachineLearning #HeartDiseasePrediction #MLProjects #PythonML #DataScience #HealthcareAI #AIinHealthcare #FutureMindsAI #ScikitLearn #MLTutorial #AIProject #MLforBeginners #HeartDiseaseDetection