TP13

28 Maio 2024, 18:30 • João Pedro Guerreiro Neto

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Exercises about optimization.

T13

28 Maio 2024, 16:30 • João Pedro Guerreiro Neto

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Introduction to Optimization. Root finding, fixed points, grid search, function minimization, constrained optimization, curve fitting, and differential programming.

TP12

21 Maio 2024, 18:30 • João Pedro Guerreiro Neto

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Exercises about probabilistic programming

T12

21 Maio 2024, 16:30 • João Pedro Guerreiro Neto

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Introduction to probabilistic programming. Probabilistic models as generative models. Sampling models. A model for linear regression. Performing diagnostics and making predictions.

TP11

14 Maio 2024, 18:30 • João Pedro Guerreiro Neto

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 Student presentations of Project 1