Lecture 12 - Machine Learning for Beginners (CSE011)
Автор: Prep Study Corner
Загружено: 2025-01-07
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📚 Lecture 12 - Machine Learning for Beginners | CSE011
In this video we study lecture 12 from CSE011 together!
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Interested in understanding how models learn from data?
Start with the Neural Networks Playlist for a comprehensive guide:
🎥 • But what is a neural network? | Deep learn...
💾 Board:
https://drive.google.com/open?id=10gP...
⏱ Chapters:
00:00:00 - Introduction
00:05:48 - ML Examples: House Pricing
00:15:12 - ML Examples: Surgical Robot
00:17:46 - ML Examples: Autonomous Drone
00:21:13 - ML Examples: Sign Detection
00:27:21 - More Examples
00:31:40 - Supervised Learning
00:39:22 - Unsupervised Learning
00:40:47 - Supervised vs Unsupervised
00:44:32 - Features or Dimensions
00:47:52 - How a Model Learn from Data?
00:56:09 - Euclidean Distance
00:58:35 - k-means Clustering
01:05:46 - Clustering Example
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