OMH10013 - Methods of Data Mining 1

1. General information about the module

  • Module code:   OMH10013
  •  Vietnamese module designation:  Các phương pháp khai thác dữ liệu 1
  • English module designation: Methods of Data Mining 1
  • Credit points: 2
  • Workload:
    • Total workload: 105
    • Contact hours: lecture: 15, practice: 30
    • Private study: 60 
  • Type of module: Specialization
  • Required and recommended prerequisites for joining the module: None 

2. Module objectives/intended learning outcomes

The course aims to acquire a fundamental understanding of data mining applications in the fields of oceanography, meteorology, and hydrology.

Students who complete this module could be achieved the following:

- Knowledge: Be able to understand the data mining processes, to apply data mining using statistical methods and spectral methods. Understand the principles of measurements of instruments in oceanography, meteorology, and hydrology.

- Skills: Be able to work in individual, group work, self-study, lifelong learning, and problem solving. Ability to demonstrate creative and critical thinking in problem-solving; Read English in specialized documents and use some basic specialized English terminology; Ability to program some application problems.