Point-Forecasts-of-Future-Sales

Generated point forecasts for future daily sales of products in 10 California, Wisconsion, and Texas stores based on historical sales data.
Performed Univariate Time Series Analysis using Seasonal Naive, Exponential Smoothing, Seasonal ARIMA, and Random Forest.
Performed Multivariate Time Series Analysis using Long-Short Term Memory based Neural Network.

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
3001_report.pdf		3001_report.pdf
3_ts_models_completed.ipynb		3_ts_models_completed.ipynb
LSTM.ipynb		LSTM.ipynb
README.md		README.md
Random Forest.ipynb		Random Forest.ipynb
Visualization & Feature Engineering .ipynb		Visualization & Feature Engineering .ipynb

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