Supervised vs Unsupervised vs Reinforcement Learning | AI Explained #3
Oct 31, 2026 · 4 views
Part of AI Tutorials – Practical LearningSupervised vs Unsupervised vs Reinforcement Learning – episode 3 of AI Concepts Explained, a free beginner-friendly artificial intelligence and machine learning course by Irfan Hayat.
The three main types of machine learning explained simply. Irfan Hayat compares supervised, unsupervised and reinforcement learning with animated diagrams, real-world examples and short Python code for clustering and a learning agent.
What you'll learn
• Supervised learning: classification and regression
• Unsupervised learning: clustering and patterns
• Reinforcement learning: rewards and trial and error
• Python examples of each idea
• How to choose the right approach
Chapters
00:00 Intro
00:57 Supervised learning
02:07 Unsupervised learning
03:15 Clustering in Python
04:21 Reinforcement learning
05:24 A tiny learning agent
06:26 Choosing an approach
07:35 Next: Neural networks
Altered or synthetic content: The presenter visuals and narration in this video are AI-generated/AI-assisted from the instructor's own photo and an original teaching script. All diagrams, code, and explanations are original.
Family-friendly educational content. No music, third-party footage, or logos are used.
#MachineLearning #ArtificialIntelligence #ReinforcementLearning