The Rise, Fall, and Rebirth of Artificial Intelligence: From Symbolic AI to Deep Learning | W5P2
How did Artificial Intelligence go from bold dreams in the 1950s to today’s deep learning revolution? 🤖 In this video, we trace the epic story of AI’s evolution — from the visionary Dartmouth Workshop to the great divide between symbolic and subsymbolic AI, and the famous AI winters that nearly froze progress.
You’ll learn how pioneers like John McCarthy, Marvin Minsky, and Frank Rosenblatt shaped the early years of AI — and how debates over logic vs. data-driven learning still influence modern AI systems.
🎓 What You’ll Discover:
- The birth of AI at the 1956 Dartmouth Workshop
- The split between mathematical logic and inductive reasoning
- How symbolic AI (expert systems) rose and fell
- The origins of neural networks and the Perceptron
- What caused the AI Winter — and how deep learning revived the field
- Why balancing hype and realism is key to AI’s future
This video is perfect for students, educators, and anyone curious about the real history, philosophy, and lessons behind today’s AI boom. 🌐
#ArtificialIntelligence #AIHistory #MachineLearning #DeepLearning #AIEthics #SymbolicAI #NeuralNetworks #AIWinter #AIEducation
Join this channel to get access to members-only high-quality content and perks:
https://www.youtube.com/channel/UCyd-ZZWZu4xecxpQDd0M3_Q/join
How did Artificial Intelligence go from bold dreams in the 1950s to today’s deep learning revolution? 🤖 In this video, we trace the epic story of AI’s evolution — from the visionary Dartmouth Workshop to the great divide between symbolic and subsymbolic AI, and the famous AI winters that nearly froze progress.
You’ll learn how pioneers like John McCarthy, Marvin Minsky, and Frank Rosenblatt shaped the early years of AI — and how debates over logic vs. data-driven learning still influence modern AI systems.
🎓 What You’ll Discover:
– The birth of AI at the 1956 Dartmouth Workshop
– The split between mathematical logic and inductive reasoning
– How symbolic AI (expert systems) rose and fell
– The origins of neural networks and the Perceptron
– What caused the AI Winter — and how deep learning revived the field
– Why balancing hype and realism is key to AI’s future
This video is perfect for students, educators, and anyone curious about the real history, philosophy, and lessons behind today’s AI boom. 🌐
#ArtificialIntelligence #AIHistory #MachineLearning #DeepLearning #AIEthics #SymbolicAI #NeuralNetworks #AIWinter #AIEducation
Join this channel to get access to members-only high-quality content and perks:
https://www.youtube.com/channel/UCyd-ZZWZu4xecxpQDd0M3_Q/join
