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Artificial Intelligence Lab: Data, Models, and Decisions
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Labs
Lab 1A: Data, Models, and Decisions
Lab 1B: Gradient Descent and Stochastic Gradient Descent
Lab 1C: Neural Networks
Lab 1X: Pytorch Tutorial
Lab 2A: Audio Processing
Lab 2B: Convolutional Neural Networks in Time
Lab 2C: Convolutional Neural Network for classification
Lab 3A: Collaborative Filtering
Lab 3B: Collaborative Filtering with Graph Neural Networks
Lab 4A: Image Processing
Lab 4B: digit classification with CNNs
Lab 5: Time Series with Transformers
Lab 6: Language Models
Lab 7: Diffusion Models
Lab 8A: Dynamical Systems
Lab 8B: Closed Loop Control
Lab 9: Reinforcement Learning
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