Artificial Intelligence
The potential of what computers can do are near limitless, so let us ponder about the possibilties
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what is artificial intelligence?
Explore the core idea of machines that can perceive, reason, and act, plus the history of AI from rules to learning.
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machine learning fundamentals
Understand how machines learn from data using algorithms like decision trees, k-nearest neighbors, and gradient descent.
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neural networks and deep learning
Dive into neural networks, deep learning, and how models like GPT and image classifiers are trained.
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ai in the real world
See how AI powers real applications, from recommendation engines and voice assistants to self-driving cars.
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bias, ethics, and ai safety
Examine the critical ethical questions surrounding AI: bias, surveillance, misinformation, and decision accountability.
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the future of ai
Speculate on what’s next: AGI, AI creativity, coexistence with humans, and the philosophical questions ahead.