Fintech in Banking
Course contents
Overview of financial sector landscape
- Financial markets overview
- Money market
- Debt market
- Equity market
- Derivatives market
Overview of banking business lines
- Retail banking
- Private banking
- Corporate banking
- Investment banking
Introduction to fintech
- What is fintech?
- Blockchain
- Big data
- Data analytics
- Machine learning, deep learning
- Artificial intelligence
- Robotic process automation (RPA)
- Fintech disruption in banking
Understanding block chain
- Concepts and principles of block chain
- Distributed ledger technology
- Consensus protocol
- How blockchain works?
- Starting with cryptocurrencies
- Smart contracts
- Block chain : Use cases in banking
- Blockchain for KYC
- Blockchain for payments
- Blockchain for securities
- Blockchain for trade finance
Understanding Analytics
- Data analysis vs data analytics
- Elements of statistical analysis
- Using technology for data analytics
- Introduction to machine learning
- Machine learning algorithms
- Using analytics in banking
- Risk management
- Investments
- Payments
- Credit scoring
- Credit cards
- Fraud risk management
Understanding Robotic Process Automation (RPA)
- What is RPA?
- The RPA lifecycle
- Process analysis and assessment
- Using technology e.g. UiPath or BluePrism
- Using RPA in banking use cases
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