Machine Learning for Time Series Intelligence

Aadyot Bhatnagar on building an end-to-end machine learning framework for time series data.

SubscribeApple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.

Aadyot Bhatnagar, is a Senior Research Engineer at Salesforce, and co-creator of Merlion an open source framework for applying machine learning on time series data.  Merlion supports a wide range of time series learning tasks including forecasting, anomaly detection, and change point detection. Equally important, Merlion is an end-to-end framework that covers loading and transforming data, building and training models, post-processing model outputs, and evaluating model performance.

Figure: Merlion modules.

Highlights in the video version:


Related content:

FREE report:

[Image: from Unravel sourced via Infogram.]