🚀 **Unlock the Secrets of Machine Learning!** 🌟 In today's video, we're diving into Day 15 of our programming journey, where we explore the intricacies of **Random Forest Regression**! 🐾 Discover the often misunderstood concepts of **overfitting and underfitting** and how they impact the performance of your models. We’ll show you practical techniques for effective **model evaluation** and the crucial role of **regularization** in ensuring your algorithms generalize well to unseen data. Whether you’re a beginner or a seasoned pro, our easy-to-follow guide is packed with insights to sharpen your skills! 📊 Don’t forget to like, subscribe, and comment below your questions! 💬 #MachineLearning ...