Welcome to the TfL training Prectical Anomaly Detection!.
Here the Agenda for the next days:
Day No. | Notebook No. | Title | Duration | Schedule |
---|---|---|---|---|
1 | - | Greeting - Welcome and Setup | 30 min | 09:00 - 9:30 |
1 | 1 | Introduction to anomaly detection | 60 min | 9:30 - 10:30 |
1 | - | Coffee Break | 15 min | 10:30 - 10:45 |
1 | 2 | Anomaly detection via density estimation | 105 min | 10:45 - 12:30 |
1 | - | Lunch Break | 60 min | 12:30 - 13:30 |
1 | 3 | Anomaly detection via isolation | 105 min | 13:30 - 15:15 |
1 | - | Coffee Break | 15 min | 15:15 - 15:30 |
1 | 4 | Anomaly detection via reconstruction error | 90 min | 15:30 - 17:00 |
Day No. | Notebook No. | Title | Duration | Schedule |
---|---|---|---|---|
2 | 5 | Anomaly detection on time series 1 | 90 min | 9:00 - 10:30 |
2 | - | Coffee Break | 15 min | 10:30 - 10:45 |
2 | 5 | Anomaly detection on time series 2 | 75 min | 10:45 - 12:00 |
2 | - | Lunch Break | 60 min | 12:00 - 13:00 |
2 | 6 | Extreme value theory for anomaly detection 1 | 120 min | 13:00 - 15:00 |
2 | - | Coffee Break | 15 min | 15:00 - 15:15 |
2 | 6 | Extreme value theory for anomaly detection 2 | 90 min | 15:15 - 16:45 |
2 | - | Discussion and concluding remarks | 15 min | 16:45 - 17:00 |