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Recommended resources
Module 1
Time Series Fundamentals
Module 2
Data Preprocessing for Time Series
Module 3
Classical Forecasting Models
Module 4
Applying Deep Learning to Time Series
Module 5
Recurrent Neural Networks for Forecasting
Module 6
Advanced Forecasting Strategies
Module 7
Convolutional Neural Networks for Time Series
Module 8
Attention Mechanisms and Transformers
Module 9
State-of-the-Art Forecasting Architectures
Module 10
Probabilistic Forecasting and Uncertainty
Module 11
MLOps for Time Series
Module 12