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Agenda

Welcome to the TfL training Prectical Anomaly Detection!.

Here the Agenda for the next days:

Schedule day 1

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

Schedule day 2

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