Infrential Statistics 11 AM Batch Confidence Intervals Training : Session 10 скачать в хорошем качестве

Infrential Statistics 11 AM Batch Confidence Intervals Training : Session 10

Confidence Intervals | Inferential Statistics | Data Science with AI In this video, we explain Confidence Intervals, one of the most important concepts in Inferential Statistics used in Data Science and AI. Confidence Intervals help us estimate the true population parameter using sample data, giving a range of values within which the population mean is likely to lie. 🔹 What you’ll learn in this video: ✔ What is a Confidence Interval? ✔ Margin of Error Explained ✔ Confidence Level (90%, 95%, 99%) ✔ Z-Score & T-Score basics ✔ Confidence Interval for Population Mean ✔ Real-world examples in Data Science Confidence Intervals are widely used in: 📊 Business Decision Making 📈 Market Research 🤖 Machine Learning Model Evaluation 📉 Data-Driven Forecasting We explain the concept in a simple and practical way, often implemented using tools like Python for statistical calculations and analysis. This session is perfect for: 🎓 Data Science students 📊 Statistics learners 💼 Working Professionals 🚀 Aspiring AI & ML Engineers If you want to build strong statistical foundations for Data Science and AI, this session is a must-watch. 📌 Like, Share & Subscribe for more Data Science, AI & Statistics tutorials. #ConfidenceIntervals #InferentialStatistics #DataScience #Statistics #MachineLearning #AI