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Sunday, March 21, 2021

Cheat Sheet - Time Series Forecasting in Orange

A cheat sheet or crib sheet is a concise set of notes used for quick reference. We are developing cheat sheets for several aspects such as Time Series Forecasting, Recommender Systems, etc during the last few months. In Time Series, we have gone into developing cheatsheets for products such as Microsoft SQL Server, Azure Machine Learning, and Weka

After discussing the Time Series features in Orange, now let us see the cheat sheet for the Orange tool. 


We found a few features that were not found in the previous tools that we discussed before. Importantly, in Orange, there are three diagrams that show the properties time series. We will discuss those diagrams in a separate post in detail.
In Orange, Interpolate technique is used to find and replace the missing data. In the Time Series Forecasting, ARMA, ARIMA, ARIMAX and VAR are possible techniques that can be used in Orange. 
We will be meeting Rapid Miner as the next tool in our journey. Stay tuned!

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