Arima, Sarima, LSTM, Prophet, DeepAR, Kats, Granger-causality, Autots
Forecasting Monthly Sales of French Champagne - Perrin Freres
Trabalho realizado para aprovação na disciplina de Análise de Séries Temporais. Foi realizado a análise e modelagem da serie temporal da entrega de fertilizantes ao mercado brasileiro em mil toneladas no período mensal de janeiro de 1998 até abril de 2020 (Fonte: ANDA)
Forecasting time series data using Holt Winter's Model in Python
Prediction of future global land temperature based on accuracy of different models and evaluating which model performs better
Unsupervised customer segmentation on the UCI Online Retail II dataset using RFM features and KMeans. Includes full pipeline: data cleaning, feature engineering, outlier handling, model selection (Elbow & Silhouette), and actionable segment insights for targeted marketing.
Uses public information request data from https://github.com/fivethirtyeight/uber-tlc-foil-response/tree/master/uber-trip-data to map pick-ups to boroughs and forecasts rides.
The given project focuses on the problem – forecasting the production of natural gas in Australia.
Add a description, image, and links to the holtwinters topic page so that developers can more easily learn about it.
To associate your repository with the holtwinters topic, visit your repo's landing page and select "manage topics."