Institution: Singapore University of Social Sciences (SUSS)
Program Type: University Modules
Field/Skills tags: Artificial intelligence
Full Fee: $1,378
Nett Fee After Subsidies (Singaporeans): $1,378.00
Full Time/Part Time: Either full time or part time
FIN313 Machine Learning and AI for FinTech builds on the foundation from FIN312 to give an introduction to machine learning techniques in the handling of large datasets - the basis of AI. Students will learn fundamental concepts from the field, including supervised/unsupervised learning, bias-variance tradeoff, principal component analysis and neural networks. The course is peppered with examples of learning of datasets from finance. Students will be equipped with the understanding of how AI is applied in finance and the skill to implement machine learning algorithms to extract key features from financial datasets.