Machine Learning, python

Forecasting Time Series Data with Prophet

In my last post, I used ARIMA model to carry out forecasting against a time series dataset. Although it worked, it is a bit too complicated and hard to understand for non expert users like me. Recently I came across Prophet which is an awesome library from Facebook for carrying out forecasting with time series… Continue reading Forecasting Time Series Data with Prophet

Machine Learning

Time series forecasting with Auto ARMIA

Recently I came across some interesting algorithms and tools that can help with time series data analysis and forecasting. I found them very interesting from a developer's perspective. So I think I need to write something about it. How to do forecasting for sales, inventory and other time based data? I asked the question to… Continue reading Time series forecasting with Auto ARMIA