# Machine learning applications in BI II

- Institution: CERN
- Department: CAS - CERN Accelerator School
- Speaker: Elena Fol
- Year: 2025
- Level: Graduate
- Language: English
- Subjects: Computer science
- Source: [CERN](https://videos.cern.ch/record/3027049)
- Licence: [CERN](https://copyright.web.cern)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

The second part of the lecture will focus on real-world applications, demonstrating how ML is currently employed in anomaly detection analysis in beam position monitors, beam optics measurements denoising, longitudinal profile measurements, and automated diagnostic systems across various accelerator facilities.

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## Lectures

1. [Machine learning applications in BI II](https://invisiblenetwork.ai/learn/cern/3027049/0a9826b5c0ee), 51 min (CERN's player)