#UNDER CONSTRUCTION

Forecasting future sales using Machine Learning

Featured Techniques:

• EDA
• Linear Regression
• Logistic Regression
• Random Forest Regression
• XGBoost
• Long Short Term Memory
• ARIMA Time Series Forecasting

Data Source:

Store Item Demand Forecasting

Sources:

• 🦎 e-book - Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

• A comprehensive beginner’s guide to create a Time Series Forecast

• ARIMA models for time series forecasting

• Data Driven Growth

• Scikit-learn

• Brockwell and Davis, 1987. Time Series Theory and Methods [2] Brockwell and Davis, 2010. Introduction to Time Series and Forecasting, 2nd edition.