NIT2151 - Fundamentals of Data Science and
NIT2251 - Machine Learning and Data Mining
|1.||Experiment and evaluate various advanced machine learning and deep learning algorithms to analyse real-world problems;|
|2.||Critically reflect on advanced data analytics methods and their importance to support decision making;|
|3.||Conceptualise critical thinking and problem solving on novel data science problems; and|
|4.||Analyse real-world business problems by applying appropriate advanced data science methods and techniques with considerations of data privacy, human factors and professional ethics.|
|Test||Open book online test||20%|
|Project||Applied Learning project on real-world problem - code, and report (individual report)||40%|
|Project||Case study and algorithm implementation - code, and report (group report)||40%|
Where to next?
As part of a course
This unit is studied as part of the following courses. Refer to the course page for information on how to apply for the course.
VU takes care to ensure the accuracy of this unit information, but reserves the right to change or withdraw courses offered at any time. Please check that unit information is current with the Student Contact Centre.