Time stream forecast workshop, we will forecast stores’ next 7 days’ daily sales.
The dataset contains 1604 stores‘ turnover in Shenzhen, from 2019-07-10 to 2019-09-30, we would reserve data from 2019-09-24 to 2019-09-30 as a test dataset in follow lab.
There are 4 Labs : ARIMA (20 mins) Lightgbm (20 mins) Amazon Sagemaker DeepAR (40 mins) Amazon Forecast (60 mins, there may not be enough time, you can finish it later)
pandas==0.25.0