Notes
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**Attendees:**
- Raj Kumar (Chair)
- Ankush (Presenter)
- Matt (Not Present)
- Anthony (Not Present)
- Other Participants
**Meeting Start:**
- Raj Kumar welcomed all participants and initiated the meeting.
**Agenda Item 1: Waiting for Matt and Anthony**
- Raj Kumar asked the team to wait for Matt and Anthony to join the meeting.
- While waiting, Raj Kumar requested Ankush to share his screen to show the progress.
**Agenda Item 2: Progress Sharing**
- Ankush shared his screen to showcase the project's progress.
- Raj Kumar and Ankush waited for 10 minutes for Matt and Anthony, but they had not joined yet.
- Raj Kumar then asked Ankush to continue sharing his screen and present 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 data's enormity, he focused on anomaly detection for a specific conveyor ID.
- Ankush described how he created a Pandas DataFrame from the ML Monitor data input.
- He performed isolation forest clustering to detect anomalies.
- To streamline the process, Ankush selected 'Chain Speed' and 'Value' for anomaly detection since some columns were in DateTime format, and 'ID,' 'DCU ID,' and 'Factory ID' remained consistent throughout the DataFrame.
- He also presented a graph illustrating his work.
- Ankush mentioned that he is currently working on the evaluation phase.
**Meeting Conclusion:**
- As Matt and Anthony had not joined within the expected time, the meeting continued without them.
- The meeting concluded after discussing Ankush's progress in anomaly detection.
**Next Steps:**
- Ankush will proceed with the evaluation phase.
- The team will plan further actions and discussions related to the project.
**Meeting End:**
- [Time of Meeting Conclusion]
**Prepared by:**
- [Your Name]
- [Your Position]
- [Organization Name]
**[Optional: Attachments or Additional Notes]**
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