Statistical Deep Learning for Artificial Intelligence

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Deep learning predictive models, optimization, and sampling algorithms. Emphasis is on learning the probabilistic framework, understanding the ideas behind modern machine learning algorithms, and practicing coding skills to solve real-world problems using computational approaches in artificial intelligence.