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time-series's Introduction

Time Series


Objective:

The objective of this repository is to explore all asepcts of time series data, such as time series feature engineering, decoposition, seasonalities, etc. to the final steps of one step and multi-step forecasting. This includes modeling, parameters hyper-tuning, model optimization, and continuous research into time series data.


Notebooks:

Note: progressive increase in difficulty

  1. S&P500 Simple Next Day's Price Prediction
  2. Predicting Weekly Sales Revenus - LightGBM & Optuna

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