UBDA Training Course: Jump-start AI Training on Time Series Data
Training Course
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Date
25 May - 08 Jun 2022
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Organiser
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Time
14:30 - 16:00
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Venue
Summary
You are cordially invited to attend a training course spanning of 3 weeks. This training will introduce and demonstrate you to the characteristics of time series data, its different analyses, and Virtual Desktop in the UBDA HPC (High Performance Computing) platform. During the three weeks, the course includes UBDA HPC services, the pre-processing and feature extraction of time series data, the pre-trained models in ONNX and TF Hub, examples of classification models on time series data, introduction of the two classical forecasting methods (exponential smoothing and ARIMA), comparison the forecasting performance of these two methods with DL methods and discussion of how to use well-known data sets such as Heng Seng index, and Dow Jones index to conduct forecasting analysis. Participants are expected to have basic knowledge of Python. Please find the arrangements below.
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Course |
Jump-start AI Training on Time Series Data (Poster) |
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Date |
25 May 2022 to 8 Jun 2022 |
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| Venue | Online via Microsoft Teams | |
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Session activities |
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| Consultation Sessions |
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Registration / Quota |
PolyU staff and students |
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| Registration | https://www.polyu.edu.hk/pfs/index.php/521874?lang=en | |
| Course Topics |
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Should you have any enquiry, please contact Dr Vincent Ng at vincent.ng.comp@polyu.edu.hk and Dr Heung Wong at heung.wong@polyu.edu.hk
