Episode 1 - Foundations of AI, Neural Networks, Deep Learning, and Optimization
22:41
YouTubeAI Multiverse
Episode 1 - Foundations of AI, Neural Networks, Deep Learning, and Optimization
In Episode 1 of Deep Learning and Neural Networks, we review the foundations of AI, machine learning, neural networks, shallow and deep neural networks, and optimization. Students revisit key ideas such as data, models, loss functions, activation functions, learned representations, gradient descent, learning rates, and generalization. This ...
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