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UBDA Training Course: Practical Data Analytics II

Training Course

UBDA poster on 22 Feb 2024
  • Date

    22 - 23 Feb 2024

  • Organiser

  • Time

    10:00 - 12:00

  • Venue

     

Summary

You are cordially invited to attend a training course spanning of 1.5 days. This training will introduce and demonstrate to you to the practical data analysis techniques, acquiring datasets and preliminary data transformations.
 
In the first session, the course includes UBDA services, overview of data analysis, quick introduction to statistical data modelling, and demonstrations of useful statistical techniques for understanding our datasets. The second session would provide an overview of Advanced Machine Learning and Deep Learning insights including core concepts of ML and DL, sophisticated classification and clustering models, and state-of-the-art techniques for image classification, highlighting the latest tools and methods. The final session is about finding data sources, ETL (Extract, Transform, Load) datasets, and synthetic data tools. 
 
Participants are expected to have basic knowledge of Python. Please find the arrangements below.

 

Course

 

Practical Data Analytics II (Poster)

Date

 

22 February 2024 to 23 February 2024

Session activities  

 
  • Overview UBDA Services and statistical data modelling
    • (1st session: 22 Feb 2024, 10:00 - 12:00)
    • Venue: TU103
  • Advanced Machine Leaning (ML) and Deep Learning (DL)
    • (2nd session: 22 Feb 2024, 14:30 - 16:00)
    • Venue: Z211
  • Data acquisition and transformation
    • (3rd session: 23 Feb 2024, 10:00 - 12:00) 
    • Venue:TU103

Quota  

 

80 (PolyU Research Students and Staff, first-come-first-serve via online registration)

Registration   https://www.polyu.edu.hk/pfs2/index.php/857233?lang=en

Should you have any enquiries, please contact Dr Vincent Ng (vincent.ng.comp@polyu.edu.hk), Dr Heung Wong (heung.wong@polyu.edu.hk) or Dr Tarun Kulshrestha (tarun.kulshrestha@polyu.edu.hk)

*Successful registrants will receive a confirmation email on 19 Feb 2024.
 

 

 

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