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Predicting Hotel Cancellations with Machine Learning

I have recently been undertaking interesting research in using machine learning and time series modelling techniques to predict hotel cancellations.

Tools used include ARIMA, LSTM, Prophet, and Support Vector Machines.

Feel free to review some of my findings - always open to collaboration or feedback.

- Part 1: Support Vector Machines and ARIMA

- Part 2: Classification with Keras Neural Network

- Part 3: Time Series Predictions with LSTM Network

- Part 4: Using Prophet To Forecast Weekly Hotel Cancellations

Other Portfolio Samples

- Keras and R: Predicting Blood Glucose Levels with the Sequential Model

- Modelling Time Series Relationships with R: S&P 500 vs. Oil Prices

- Shiny Web Applications

- TensorFlow Image Classifier: Car vs Plane

- Visualizing New York City WiFi Access with K-Means Clustering