Cheatsheets
Exponential Smoothing for Time Series Forecasting
A comprehensive Python cheat sheet on how to use Exponential Smoothing models for time series forecasting.
Time Series
Time Series Forecasting with Facebook Prophet II
In the previous part of our Facebook Prophet series, we covered how to model the trend component and adjust the changepoints and regularization to improve forecasting accuracy. In this article, we’ll focus on the seasonal component and explore how to effectively model it using Facebook Prophet. The way Facebook Prophet Read more…
Time Series
Clean your Time Series data IV: Data Smoothing
In the first three parts of this series, we emphasized the significance of cleaning time series data and provided various techniques for handling missing data, dealing with duplicate values, and removing anomalies or outliers. In this final instalment, we will delve into data smoothing, which is a critical step in Read more…