Multivariate Timeseries Forecast with Lead and Lag Timesteps Using LSTM

Why Multivariate and how can it help to make better predictions?

Time series forecast plays a critical role in taking decisions in most industries. For example , forecasting the number containers to be purchased for a shipping company can save millions for the business. Similarly forecasting the demand for a particular product type plays a very important role in pricing and hence profitability for a e-commerce company.

In most cases its the business or the operations team who knows …

data science forecast lstm machine learning multivariate-analysis timeseries