# Machine learning applications in BI I

- 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/3027080)
- 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 target of this lecture is to provide an overview of ML algorithms and to indicate beam diagnostics tasks where ML based solutions can be efficiently applied to complement or potentially surpass traditional methods. Some fundamental concepts of machine learning algorithms will be introduced, typical challenges and practical considerations will be discussed, followed by demonstration of accelerators application of the introduced ML concepts in the second lecture.

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## Lectures

1. [Machine learning applications in BI I](https://invisiblenetwork.ai/learn/cern/3027080/9a7290d12c6e), 44 min (CERN's player)