AI vs Machine Learning vs Deep Learning | Explained Visually
VisualForge AI
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AI vs Machine Learning vs Deep Learning | Explained Visually
9 просмотров · 2 нед. назад
VisualForge AI
16 подписчиков
9 просмотров · 2 нед. назад
AI vs ML vs Deep Learning
People often use AI, machine learning, and deep learning as if they mean the same thing.
In this video:
• AI vs ML vs Deep Learning - People often use AI, machine learning, and deep learning as if they mean the same thing.
• Artificial intelligence is the biggest circle - Artificial intelligence is the biggest circle.
• Early AI was mostly hand-written rules - Early AI was mostly hand-written rules.
• Machine learning is a circle inside AI - Machine learning is a circle inside AI.
• Remember the spam filter from the last episode - Remember the spam filter from the last episode.
• Classic machine learning has one catch - Classic machine learning has one catch.
• Deep learning is the smallest circle - Deep learning is the smallest circle, sitting inside machine learning.
• These networks are loosely inspired by the brain - These networks are loosely inspired by the brain.
Chapters:
0:00 AI vs ML vs Deep Learning
0:14 Artificial intelligence is the biggest circle
0:26 Early AI was mostly hand-written rules
0:39 Machine learning is a circle inside AI
0:53 Remember the spam filter from the last episode
1:05 Classic machine learning has one catch
1:16 Deep learning is the smallest circle
1:27 These networks are loosely inspired by the brain
1:40 The big difference is who finds the features
1:54 Classic machine learning needs a human to hand-pick features
2:06 Deep learning has a price
2:21 Each circle shows up in everyday products
2:36 Chatbots like ChatGPT sit deep inside the smallest circle
2:50 AI is the big idea of machines acting smart
Key takeaway: AI is the big idea of machines acting smart.
▶ Episode 1, What is Machine Learning?: • What Is Machine Learning? Explained Visual...
▶ Full playlist: • Machine Learning Visualized for Beginners
▶ Next episode: Supervised Learning: coming soon
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