GitHub repository: DIVYANI-DROI/Suppy-chain-optimization
Primary language: Python
Created: 2021-03-29T04:36:55Z
Description: Automated a supply chain for the purchasing decisions using machine learning, amazon web services (SageMaker). Manipulated the data from S3 bucket to under graphs and preformed a thorough EDA. Built a prediction model for 5 months in the future with a context length of 12 months, Picked DeepAR Forecasting algorithm over ARIMA, which just takes one time series and draw predictions based on it, whereas the former considers every time series to make a big prediction model that includes outcomes based on each time series.