ro1406 / SalesPrediction

Sales Prediction Workshop at Google DevFest UAE 2023

Time Series Analysis – Sales Forecasting Workshop

Code and datasets for the Sales Prediction Workshop by Rohan Mitra at Google DevFest UAE 2023 & Abu Dhabi Univeristy AI Day 2024. Dataset adapted from: https://www.kaggle.com/datasets/sureshmecad/supplement-sales-prediction

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Template_Notebook_For_Workshop.ipynb

Used as a starting point for the code-with-me workshop

Dataset_Diagnostics.ipynb

Code and brief explanations of the diagnostics plots used

Post workshop exploration:

1. Use DARTS with different models instead of LGBM Regressor
2. Are there other features we can derive from the given features?
3. Do we need so many extra features (Discount, Holiday, DayOfWeek, etc)?
4. Use different lags in DARTS (based on AC and PAC plots)