Fintech for Real: AI in Banking & Finance
SSG Course Code: CRS-N-0051238/TGS-2020507490
Depending on the prevailing COVID-19 environment, classes may be conducted online.
Gain a Foundational Knowledge about AI and its Applications in Banking & Finance
Artificial intelligence (“AI”) is an innovation technology that has evolved to become a new factor of production and a key source of competitive advantage for many companies and industries, including those in banking and finance.
Without the need for any technical knowledge in statistical science and programming, this course provides you with a foundational understanding of artificial intelligence and machine learning.
The course will also examine:
The ways AI technologies work, so you have an understanding of how AI can be effectively used.
Issues surrounding their adoption, innovation, and human resource in enterprises
Topic discussed will include:
- AI industry overview
o Machine Learning Algorithm
o Supervised Learning
o Unsupervised Learning
o Reinforcement Learning
o Deep Learning
o Natural Language Processing
o Recommendation Engines
o Robotic Process Automation
- Data Science, Analysis, and Analytics
- Data Pre-processing
- AI weaknesses and “Blackbox”
- AI adoption and innovation in enterprise
- Responsible use of AI in banking and finance
Use cases of AI in business, banking, and finance will be discussed in class
APPLICATION PROCEDURE AND DEADLINE
- Participants are strongly advised to apply at least 2 weeks in advance.
WHO SHOULD ATTEND
Individuals who are keen to understand AI and its applications at work and in business.
Adjunct Assistant Professor, Finance
COURSE FEES AND FUNDINGS
SME (ETSS Scheme)
|Singapore Citizens & PRs aged 21 years and above||
|Singapore Citizens aged 40 years and above (MCES Scheme)||
The above prices are quoted in Singapore dollars (SGD), inclusive of 7% GST.