What is K Nearest Neighbors? | KNN Explained in Hindi | Simple Overview in 1 Video | CampusX скачать в хорошем качестве

What is K Nearest Neighbors? | KNN Explained in Hindi | Simple Overview in 1 Video | CampusX

Curious about K Nearest Neighbors (KNN) in the world of machine learning? This video is your easy-to-follow guide, breaking down KNN without the techy jargon. 🌟 Basic Concept: Imagine finding friends in your neighborhood; KNN works kind of like that in the machine learning world. 🤖 How It Works: We'll simplify the process of classifying data points based on their closest neighbors. 🚀 Practical Applications: See where KNN shines and how it's used in real-world scenarios. 💡 Why It's Cool: KNN is like having a reliable buddy system for making predictions in machine learning. It's simple but powerful! 🔗 Resources: Code - https://www.kaggle.com/code/campusx/k... Coding from scratch -    • Coding K Nearest Neighbors from Scratch | ...   KNN Task: https://colab.research.google.com/dri... Solution: https://colab.research.google.com/dri... ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in ============================ 📱 Grow with us: CampusX' LinkedIn:   / campusx-official   CampusX on Instagram for daily tips:   / campusx.official   My LinkedIn:   / nitish-singh-03412789   Discord:   / discord   👍If you find this video helpful, consider giving it a thumbs up and subscribing for more educational videos on data science! 💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you! ⌚Time Stamps⌚ 00:00 - Intro 01:04 - KNN Intuition 08:26 - KNN on breast cancer dataset / Code Example 17:35 - How to select K? 23:28 - Decision Surface 29:58 - Overfitting and Underfitting in KNN 39:08 - Limitations of KNN 51:48 - Outro ✨ Hashtags✨ #KNNExplained #MachineLearningBasics #SimplifiedTech #LearnWithData #EasyMachineLearning