Machine Learning Algorithms in 10 Minutes | Regression vs Classification vs Clustering

Описание: Machine Learning is one of the most important topics in Artificial Intelligence, and understanding its core algorithms is essential for students, researchers, and beginners.
In this video, we explain Machine Learning Algorithms using a simple and easy-to-understand diagram. The video covers the three major categories of machine learning:
🔹 Regression
🔹 Classification
🔹 Clustering
Each category is explained with real-world examples, making it perfect for beginners.
📌 Topics Covered in This Video:
✔ What is Machine Learning?
✔ Types of Machine Learning Algorithms
✔ Regression Algorithms (Linear Regression, KNN, SVM)
✔ Classification Algorithms (Decision Tree, Logistic Regression, Ensemble Learning)
✔ Clustering Algorithms (K-Means, PCA)
✔ Real-world applications of each algorithm
This video is useful for:
• B.Tech / M.Tech / MCA students
• Data Science & Machine Learning beginners
• Competitive exams & interviews
• Anyone starting AI & ML


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Faculty of Computer Science & Engineering (CSE)


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