Redefining Aviation of Tomorrow: Data Analytics and Machine Learning

Jointly organised with the National University of Singapore School of Continuing and Lifelong Education 

You will gain the knowledge and skills to harness the power of data and draw useful insights using data analytics and machine learning techniques. You will explore use cases of data analytics in the aviation sector, gain hands-on experience working with aviation datasets, and develop your own data models using an open-source data mining tool (no programming required).

Learning Outcomes

At the end of the course, you will be able to:

  • Explain the principles of machine learning for diagnostic and predictive analytics in the context of aviation

  • Examine the functions, user interface, and set-up of data mining tools

  • Outline the key steps for data analytics

  • Perform data analytics, on a given aviation dataset, using a data mining tool

  • Discuss evaluation criteria for good data models

 Who Should Attend

This course is recommended for data analysts and data champions as well as personnel who uses data frequently in day-to-day work and would like to be able to mine insights from big data.

Dates  28 Nov - 2 Dec 2022 (Cancelled, new dates TBA)
Duration/Time 5 days 
Mode of delivery In-person
Fees^ S$4,150
^Fees subject to change. Participants will be notified of the actual course fees in the course placement letter.      

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Last Updated on 23 November 2022