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1. Multi-Output-TimeSeries-Forecast-Training Multi-Output-TimeSeries-Forecast-Training Public

   Designed as a training document explaining how to apply the multi-output method in time series forecasting. This means a single model can simultaneously predict multiple future values. more stable …

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2. Iterative-Multistep-Forecast-Training-For-TimeSeries Iterative-Multistep-Forecast-Training-For-TimeSeries Public

   This document is designed as a training document describing the application of the iterative (recersive) multi-step method in time series forecasting. Each iteration is affected by the successes an…

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3. Brent_Oil_Price_Prediction Brent_Oil_Price_Prediction Public

   Daily Brent Crude oil prices from 1987 to the present, obtained from the EIA (US Energy Info. Administ.) via FRED, were used as the dataset. The last two years were used as test data, and the perfo…

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4. eia-Petroleum-Products-Consumption-Production eia-Petroleum-Products-Consumption-Production Public

   This project examined Global Production and Consumption Quantities of Refined Petroleum Products using EIA data. The data was visualized, yielding meaningful results. Deep learning and machine lear…

   Jupyter Notebook 1

5. India_Petroleum_Consumption India_Petroleum_Consumption Public

   In this project, the consumption of petroleum products in India was examined, a consumption forecast model was created, model performance was measured and future consumption of petroleum products w…

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6. Drug-Use-Prediction-Modeling Drug-Use-Prediction-Modeling Public

   This project contains Examination of Drug_Consumption with the help of data science, data visualization, data analysis, feature engineering, data manipulation, machine learning modelling

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