Applied AIML Data Science

Data science and AI/ML for business value

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Forecasting

Time-series Forecasting from Classical Models to Large-scale AI Models - A review of forecasting methods starting with classic ARIMA models, ML regression models, then Deep-Learning models (e.g., DeepAR).

Regression Based Forecasting with Deep Learning and ML - Comparison of an ML regression (Random Forest) model to a Deep Learning (fully connected) ANN model on the Rosmann dataset.