Task 6: LSTM
PEC3 - COVID-19 Outbreak prediction
Welcome
Introduction
Task 1: Data acquisition and exploration
CNE data
INE data
GOOGLE data
AEMET data
Task 2: Datasets combination
Task 3: Visual analysis
Task 4: Visual demographic analysis
Task 5: ARIMA
ACF and PACF plots
STL decomposition / Transformations
Univariate prediction
Multivariate (temperature) prediction
Multivariate (INE mobility + temp) prediction
Multivariate (Google mobility + temp) prediction
Task 6: LSTM
LSTM univariate prediction
LSTM multivariate prediction
References
Task 6: LSTM
Multivariate (Google mobility + temp) prediction
LSTM univariate prediction