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Tropical cyclone forecast model
Natural sciences
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Meteorology
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Related lectures (6)
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Supervised Learning: Linear Regression
Covers supervised learning with a focus on linear regression, including topics like digit classification, spam detection, and wind speed prediction.
Advanced Analysis II: Maximum Solutions
Explores maximum solutions and their applications in modeling population growth, economic scenarios, and climate, with a focus on exponential growth interpretation and tropical days prediction.
Rainfall Models: Deterministic vs Stochastic
Covers deterministic and stochastic rainfall models in water resources engineering, including generation, calibration, and spatially explicit models.
Energy Demand and Supply
Explores energy demand, supply, cost, security, and supply chain components, analyzing market influences and economic factors.
Linear Systems: Modeling and Identification
Covers auto-encoders, linear systems modeling, system identification, and recursive least squares.
Feature Expansion: Kernels and KNN
Covers feature expansion, kernels, and K-nearest neighbors, including non-linearity, SVM, and Gaussian kernels.
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