kaopanboonyuen/GISTDA_TRAINING_2023

Multivariate Time Series Forecasting with Deep Learning

GISTDA Training 2023 | Basic Deep Learning (AI)

Multivariate Time Series Forecasting with Deep Learning

Short link for exercises:

• Slide: https://drive.google.com/file/d/1ruXkvjDd4xCo-9o0FNF6oWjKci7h5SdJ/view?usp=sharing

Short links for codes:

1. Basic Pandas:

2. Regression:

3. SARIMAX:

4. Build LSTM and GRU Model:

Reference:

• 1. http://cs231n.stanford.edu/
• 2. https://stanford.edu/~shervine/
• 3. https://pytorch.org/tutorials/
• 4. https://profiles.stanford.edu/fei-fei-li
• 5. https://www.kaggle.com/code
• 6. https://www.kaggle.com/datasets/vijaygiitk/multiclass-weather-dataset