NIT5150 - Advanced Object Oriented Programming
|1.||Critically review the performance and applications of neural network and deep learning techniques;|
|2.||Implement a systems approach to design and evaluate neural network architecture;|
|3.||Interpret mathematical equations from linear algebra, calculus, statistics, and probability theory 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 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 and classification.|
|Test||Open book test (Concepts, modelling, training methods, programming and scenario analysis)||40%|
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