NIT5150 - Advanced Object Oriented Programming
|1.||Critically review the performance and applications of neural network and deep learning techniques;|
|2.||Implement a systematic approach to design and evaluate neural network architecture;|
|3.||Interpret relevant mathematical equations or statistical methodologies in terms of neural network architecture and deep learning methods;|
|4.||Investigate and apply knowledge discovery processes and associated models to innovate deep learning applications considering the importance of data privacy and professional ethics to support and provide business solutions; and|
|5.||Extrapolate knowledge and skills to design, develop, and evaluate a variety of deep learning tasks: modelling, clustering, dimensionality reduction, regression or classification.|
|Laboratory Work||Lab submissions (2)||20%|
|Case Study||In-class Problem Solving Case Study||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.