Hello
I am searching for a time series forecasting tool, as the title indicates. I have had varying degrees of success with fbProphet and ARIMA thus far, so I was wondering if there was a better option available.
hi buddy aint hard check this,cloud-based solutions for time series forecasting are available from services like Google Cloud AI Platform, Amazon Forecast, and Microsoft Azure Machine Learning. These options are ideal for businesses lacking the resources to manage their own forecasting infrastructure.
I was in the same boat recently, looking for a better time series forecasting tool after mixed results with fbProphet and ARIMA. I decided to try out several options and found that using a combination of tools often works best. I had great success with AutoTS in Python, which automates the process of trying various models and selecting the best one based on your data. It provided more accurate forecasts for my dataset compared to fbProphet and ARIMA alone.
Additionally, I experimented with LSTM (Long Short-Term Memory) neural networks for more complex patterns, which required more effort to set up but delivered excellent results for longer-term forecasts. Ultimately, exploring multiple tools and comparing their performance on your specific data can lead to better forecasting outcomes.
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These days, I’ve been using greykite to predict some business data.