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Class notes

Class notes for Artificial Intelligence (CS375)

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12 pages
2025/2026 Written for academic year
Institution Calvin College
Course CS375 (CS375)
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Comprehensive handwritten notes from CS375: Artificial Intelligence. Topics include supervised, unsupervised, and reinforcement learning, linear and logistic regression, softmax and cross-entropy loss, overfitting, neural network architectures (FNN, RNN, CNN, MLP), stochastic gradient descent, backpropagation, MNIST and PyTorch basics.

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April 4, 2026
Number of pages
12
Written in
2025/2026
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Class notes
Professor(s)
Ken arnold
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All classes
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