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Meeting Minutes

Date: [Date of the Meeting]
Time: [Time of the Meeting]
Location: [Location of the Meeting]
Attendees: Raj Kumar (Chair), Ankush, Matt, Anthony, and others

Meeting Start:
- The meeting started with Raj Kumar greeting all the participants and welcoming them.

Agenda Item 1: Waiting for Matt and Anthony
- Raj Kumar informed the team that we should wait for Matt and Anthony to join the meeting before starting the main discussion.
- While waiting for them, Ankush was asked to share his screen to show the progress made so far.

Agenda Item 2: Progress Sharing
- Ankush shared his screen to display the progress he had made.
- Raj Kumar and Ankush waited for 10 minutes, but unfortunately, Matt and Anthony had not joined yet.
- In the meantime, Ankush continued to share his screen and showcase the progress.

Agenda Item 3: Anomaly Detection for ML Monitor Data
- Ankush explained that he had been working on anomaly detection for the ML Monitor data input collection.
- Due to the large volume of data, he decided to focus on anomaly detection for a specific conveyer ID.
- Ankush created a Pandas DataFrame from the ML Monitor data input.
- He then performed isolation forest clustering to detect anomalies in the data.
- Since the columns 'ID,' 'DCU ID,' 'Factory ID' were consistent throughout the DataFrame, Ankush chose to use 'Chain Speed' and 'Value' for anomaly detection.
- He also showed a graph related to his work.

Agenda Item 4: Evaluation
- Ankush mentioned that he was currently working on the evaluation part of the anomaly detection process.

Meeting Conclusion:
- Since Matt and Anthony had not joined the meeting within the expected time, it was decided to continue with the discussion without them.
- The meeting was concluded with an understanding of the progress Ankush had made in anomaly detection.

Next Steps:
- Ankush will continue working on the evaluation of the anomaly detection process.
- The team will consider further actions and discussions related to the project.

Meeting End: [Time of Meeting Conclusion]

Prepared by: [Your Name]
[Your Position]
[Organization Name]

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