With RapidMiner, performing time series analysis is faster and simpler than ever before. RapidMiner Studio now includes a bundled time series extension with windowing operator and easier to use parameters. Join RapidMiner Data Scientist Dr. Fabian Temme for this demo on a time series data set. In the demo he:
- Explores the data, applying transformations to smoothen out noise, investigate derivatives and analyzing the frequency spectrum
- Uses windowing to transform the time series data into a data set suitable for forecasting using standard machine learning techniques
- Validates the performance of forecasting models and combining all the power of RapidMiner to optimize your forecasting capabilities
Try RapidMiner for free here: rapidminer.com/get-started/
Want to learn more? Check out our link to the RapidMiner Academy where you can take our time series analytics course: academy.rapidminer.com/course...