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This repo holds some projects from my Bayesian Deep Learning course. Within it we covered many notable Bayesian Learning topics like, Bayesian statistics, Monte Carlo sampling, multi-layer perceptron architecture, fine-tuning LLMs, image classification, and the transformer architecture.